TMI - volume 39 - 2020 论文列表 |
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Volume 39, Number 12, December 2020
Tao Zhang Li Zhang Zhiqiang Chen Yuxiang Xing Hewei Gao
4D Ultrafast Ultrasound Imaging of Naturally Occurring Shear Waves in the Human Heart.
Clement Papadacci Victor Finel Olivier Villemain Mickaël Tanter Mathieu Pernot
Quantitative Classification of 3D Collagen Fiber Organization From Volumetric Images.Woowon Lee Amir Ostadi Moghaddam Zixi Lin Barbara L. McFarlin Amy J. Wagoner Johnson Kimani C. Toussaint
Self-Supervised Ultrasound to MRI Fetal Brain Image Synthesis.Jianbo Jiao Ana I. L. Namburete Aris T. Papageorghiou J. Alison Noble
A Magnetic Resonance-Guided Focused Ultrasound Neuromodulation System With a Whole Brain Coil Array for Nonhuman Primates at 3 T.Ye Li Jo Lee Xiaojing Long Yangzi Qiao Teng Ma Qiang He Peng Cao Xiaoliang Zhang Hairong Zheng
Deep Reinforcement Learning Designed Shinnar-Le Roux RF Pulse Using Root-Flipping: DeepRFSLR.Dongmyung Shin Sooyeon Ji Doo-Hee Lee Jieun Lee Se Hong Oh Jongho Lee
Carotid Plaque Fibrous Cap Thickness Measurement by ARFI Variance of Acceleration: In Vivo Human Results.Gabriela Torres Tomasz J. Czernuszewicz Jonathon W. Homeister Mark A. Farber Melissa C. Caughey Caterina M. Gallippi
Visualization of White Matter Fiber Tracts of Brain Tissue Sections With Wide-Field Imaging Mueller Polarimetry.Philippe Schucht Hee Ryung Lee Hachem Mohammed Mezouar Ekkehard Hewer Andreas Raabe Michael Murek Irena Zubak Johannes Goldberg Enikö Kövari Angelo Pierangelo Tatiana Novikova
Video-Rate Ring-Array Ultrasound and Photoacoustic Tomography. High-Resolution Oscillating Steady-State fMRI Using Patch-Tensor Low-Rank Reconstruction.Shouchang Guo Jeffrey A. Fessler Douglas C. Noll
Semixup: In- and Out-of-Manifold Regularization for Deep Semi-Supervised Knee Osteoarthritis Severity Grading From Plain Radiographs.Huy Hoang Nguyen Simo Saarakkala Matthew B. Blaschko Aleksei Tiulpin
Hybrid MPI-MRI System for Dual-Modal In Situ Cardiovascular Assessments of Real-Time 3D Blood Flow Quantification - A Pre-Clinical In Vivo Feasibility Investigation.Jochen Franke Nicoleta Baxan Heinrich Lehr Ulrich Heinen Sebastian Reinartz Jörg Schnorr Michael Heidenreich Fabian Kiessling Volkmar Schulz
Direct Quantification of Coronary Artery Stenosis Through Hierarchical Attentive Multi-View Learning.Dong Zhang Guang Yang Shu Zhao Yanping Zhang Dhanjoo N. Ghista Heye Zhang Shuo Li
Learning the Sampling Pattern for MRI.Ferdia Sherry Martin Benning Juan Carlos de los Reyes Martin J. Graves Georg Maierhofer Guy Williams Carola-Bibiane Schönlieb Matthias Joachim Ehrhardt
EndoL2H: Deep Super-Resolution for Capsule Endoscopy.Yasin Almalioglu Kutsev Bengisu Ozyoruk Abdulkadir Gokce Kagan Incetan Guliz Irem Gokceler Muhammed Ali Simsek Kivanc Ararat Richard J. Chen Nicholas J. Durr Faisal Mahmood Mehmet Turan
Improvement of Decorrelation-Based OCT Angiography by an Adaptive Spatial-Temporal Kernel in Monitoring Stimulus-Evoked Hemodynamic Responses.Ruixiang Chen Lin Yao Kaiyuan Liu Tongtong Cao Huakun Li Peng Li
CF Distance: A New Domain Discrepancy Metric and Application to Explicit Domain Adaptation for Cross-Modality Cardiac Image Segmentation. AttentionBoost: Learning What to Attend for Gland Segmentation in Histopathological Images by Boosting Fully Convolutional Networks.Gozde Nur Gunesli Cenk Sokmensuer Cigdem Gunduz Demir
Unsupervised MR-to-CT Synthesis Using Structure-Constrained CycleGAN.Heran Yang Jian Sun Aaron Carass Can Zhao Junghoon Lee Jerry L. Prince Zongben Xu
DoFE: Domain-Oriented Feature Embedding for Generalizable Fundus Image Segmentation on Unseen Datasets.Shujun Wang Lequan Yu Kang Li Xin Yang Chi-Wing Fu Pheng-Ann Heng
Application of Evolution Strategies to the Design of SAR Efficient Parallel Transmit Multi-Spoke Pulses for Ultra-High Field MRI.Boris Eberhardt Benedikt A. Poser N. Jon Shah Jörg Felder
Investigation of Axial and Angular Sampling in Multi-Detector Pinhole-SPECT Brain Imaging.Navid Zeraatkar Kesava S. Kalluri Benjamin Auer Arda Könik Timothy J. Fromme Lars R. Furenlid Phillip H. Kuo Michael A. King
Evaluation of Reconstruction Methodology for Helical Scan Guided Photoacoustic Endoscopy.Haoran Jin Zesheng Zheng Siyu Liu Yuanjin Zheng
Deep Generalization of Structured Low-Rank Algorithms (Deep-SLR).Aniket Pramanik Hemant Kumar Aggarwal Mathews Jacob
Conquering Data Variations in Resolution: A Slice-Aware Multi-Branch Decoder Network.Shuxin Wang Shilei Cao Zhizhong Chai Dong Wei Kai Ma Liansheng Wang Yefeng Zheng
Tomographic Field Free Line Magnetic Particle Imaging With an Open-Sided Scanner Configuration. A Deep Framework Assembling Principled Modules for CS-MRI: Unrolling Perspective, Convergence Behaviors, and Practical Modeling.Risheng Liu Yuxi Zhang Shichao Cheng Zhongxuan Luo Xin Fan
Disentangled-Multimodal Adversarial Autoencoder: Application to Infant Age Prediction With Incomplete Multimodal Neuroimages.Dan Hu Han Zhang Zhengwang Wu Fan Wang Li Wang J. Keith Smith Weili Lin Gang Li Dinggang Shen
Dense Steerable Filter CNNs for Exploiting Rotational Symmetry in Histology Images.Simon Graham David B. A. Epstein Nasir M. Rajpoot
Amplified Flow Imaging (aFlow): A Novel MRI-Based Tool to Unravel the Coupled Dynamics Between the Human Brain and Cerebrovasculature.Javid Abderezaei John Martinez Itamar Terem Gloria Fabris Aymeric Pionteck Yang Yang Samantha J. Holdsworth Kambiz Nael Mehmet Kurt
Multi-Frequency Electromagnetic Tomography for Acute Stroke Detection Using Frequency-Constrained Sparse Bayesian Learning.Jinxi Xiang Yonggui Dong Yunjie Yang
An Enhanced Visualization of DBT Imaging Using Blind Deconvolution and Total Variation Minimization Regularization.Ana M. Mota Matthew J. Clarkson Pedro Almeida Nuno Matela
Introduction of Sample Based Prior into the D-Bar Method Through a Schur Complement Property.Talles Batista Rattis Santos Rafael Mikio Nakanishi Jari P. Kaipio Jennifer L. Mueller Raul Gonzalez Lima
PSIGAN: Joint Probabilistic Segmentation and Image Distribution Matching for Unpaired Cross-Modality Adaptation-Based MRI Segmentation.Jue Jiang Yu-Chi Hu Neelam Tyagi Andreas Rimner Nancy Lee Joseph O. Deasy Sean Berry Harini Veeraraghavan
Non-Invasive RF Technique for Detecting Different Stages of Alzheimer's Disease and Imaging Beta-Amyloid Plaques and Tau Tangles in the Brain.Imran Saied Tughrul Arslan Siddharthan Chandran Colin Smith Tara Spires-Jones Suvankar Pal
Zoom in Lesions for Better Diagnosis: Attention Guided Deformation Network for WCE Image Classification.Xiaohan Xing Yixuan Yuan Max Q.-H. Meng
Neuronal Population Reconstruction From Ultra-Scale Optical Microscopy Images via Progressive Learning.Jie Zhao Xuejin Chen Zhiwei Xiong Dong Liu Junjie Zeng Chaoyu Xie Yueyi Zhang Zheng-Jun Zha Guoqiang Bi Feng Wu
Self-Supervised Feature Learning via Exploiting Multi-Modal Data for Retinal Disease Diagnosis.Xiaomeng Li Mengyu Jia Md Tauhidul Islam Lequan Yu Lei Xing
Deep Learning-Based Regression and Classification for Automatic Landmark Localization in Medical Images.Julia M. H. Noothout Bob D. de Vos Jelmer M. Wolterink Elbrich M. Postma Paul A. M. Smeets Richard A. P. Takx Tim Leiner Max A. Viergever Ivana Isgum
Deep Learning-Based Detection and Correction of Cardiac MR Motion Artefacts During Reconstruction for High-Quality Segmentation.Ilkay Öksüz James R. Clough Bram Ruijsink Esther Puyol-Antón Aurélien Bustin Gastão Cruz Claudia Prieto Andrew P. King Julia A. Schnabel
Approximating the Ideal Observer for Joint Signal Detection and Localization Tasks by use of Supervised Learning Methods.Weimin Zhou Hua Li Mark A. Anastasio
Target-Independent Domain Adaptation for WBC Classification Using Generative Latent Search.Prashant Pandey Prathosh A. P. Vinay Kyatham Deepak Mishra Tathagato Rai Dastidar
Adaptive Ultrasound Beamforming Using Deep Learning.Ben Luijten Regev Cohen Frederik J. de Bruijn Harold A. W. Schmeitz Massimo Mischi Yonina C. Eldar Ruud J. G. van Sloun
Learning Sub-Sampling and Signal Recovery With Applications in Ultrasound Imaging.Iris A. M. Huijben Bastiaan S. Veeling Kees Janse Massimo Mischi Ruud J. G. van Sloun
Misshapen Pelvis Landmark Detection With Local-Global Feature Learning for Diagnosing Developmental Dysplasia of the Hip.Chuanbin Liu Hongtao Xie Sicheng Zhang Zhendong Mao Jun Sun Yongdong Zhang
Free-Breathing and Ungated Dynamic MRI Using Navigator-Less Spiral SToRM.Abdul Haseeb Ahmed Ruixi Zhou Yang Yang Prashant Nagpal Michael Salerno Mathews Jacob
DeepACEv2: Automated Chromosome Enumeration in Metaphase Cell Images Using Deep Convolutional Neural Networks.Li Xiao Chunlong Luo Tianqi Yu Yufan Luo Manqing Wang Fuhai Yu Yinhao Li Chan Tian Jie Qiao
Longitudinal In-Vivo X-Ray Fluorescence Computed Tomography With Molybdenum Nanoparticles.Kian Shaker Carmen Vogt Yurika Katsu-Jiménez Raoul V. Kuiper Kenth Andersson Yuyang Li Jakob C. Larsson Aida Rodriguez-Garcia Muhammet S. Toprak Marie Arsenian-Henriksson Hans M. Hertz
Automatic Registration Between Dental Cone-Beam CT and Scanned Surface via Deep Pose Regression Neural Networks and Clustered Similarities.Minyoung Chung Jingyu Lee Wisoo Song Youngchan Song Il-Hyung Yang Jeongjin Lee Yeong-Gil Shin
Material Decomposition Using Spectral Propagation-Based Phase-Contrast X-Ray Imaging.Florian Schaff Kaye S. Morgan James A. Pollock Linda C. P. Croton Stuart B. Hooper Marcus J. Kitchen
Low Dose CT Perfusion With K-Space Weighted Image Average (KWIA).Chenyang Zhao Thomas Martin Xingfeng Shao Jeffry R. Alger Vinay A. Duddalwar Danny J. J. Wang
Confidence Calibration and Predictive Uncertainty Estimation for Deep Medical Image Segmentation.Alireza Mehrtash William M. Wells III Clare M. Tempany Purang Abolmaesumi Tina Kapur
Detection and Localization of Ultrasound Scatterers Using Convolutional Neural Networks.Jihwan Youn Martin Lind Ommen Matthias Bo Stuart Erik Vilain Thomsen Niels Bent Larsen Jørgen Arendt Jensen
Rectifying Supporting Regions With Mixed and Active Supervision for Rib Fracture Recognition.Yi-Jie Huang Weiping Liu Xiuying Wang Qu Fang Renzhen Wang Yi Wang Huai Chen Hao Chen Deyu Meng Lisheng Wang
A Cross-Domain Metal Trace Restoring Network for Reducing X-Ray CT Metal Artifacts.Chengtao Peng Bin Li Peixian Liang Jian Zheng Yizhe Zhang Bensheng Qiu Danny Z. Chen
Using Phase Data From MR Temperature Imaging to Visualize Anatomy During MRI-Guided Focused Ultrasound Neurosurgery.Nathan McDannold P. Jason White G. Rees Cosgrove
Post-DAE: Anatomically Plausible Segmentation via Post-Processing With Denoising Autoencoders.Agostina J. Larrazabal César Martínez Ben Glocker Enzo Ferrante
Shape-Driven Difference Electrical Impedance Tomography.Dong Liu Danny Smyl Danping Gu Jiangfeng Du
Parameterized Strain Estimation for Vascular Ultrasound Elastography With Sparse Representation.Hongliang Li Jonathan Porée Boris Chayer Marie-Hélène Roy Cardinal Guy Cloutier
Throughput-Speed Product Augmentation for Scanning Fiber-Optic Two-Photon Endomicroscopy.Wenxuan Liang Hyeon-Cheol Park Kaiyan Li Ang Li Defu Chen Honghua Guan Yuanlei Yue Yung-Tian A. Gau Dwight E. Bergles Ming-Jun Li Hui Lu Xingde Li
Investigation of CdTe, GaAs, Se and Si as Sensor Materials for Mammography.Simon Procz Gerardo A. Roque Carlos A. Ávila Jorge Racedo Roberto Rueda Ivan Santos Michael Fiederle
Volume 39, Number 11, November 2020
Yitian Zhao Jiong Zhang Ella Pereira Yalin Zheng Pan Su Jianyang Xie Yifan Zhao Yonggang Shi Hong Qi Jiang Liu Yonghuai Liu
Quantification of Wave Reflection in the Human Umbilical Artery From Asynchronous Doppler Ultrasound Measurements.Greg Stortz Lindsay S. Cahill Anjana Ravi Chandran Ahmet Baschat John G. Sled Christopher K. Macgowan
Accelerated MR-STAT Reconstructions Using Sparse Hessian Approximations.Oscar van der Heide Alessandro Sbrizzi Cornelis A. T. van den Berg
Local-Mean Preserving Post-Processing Step for Non-Negativity Enforcement in PET Imaging: Application to 90Y-PET.Maël Millardet Saïd Moussaoui Diana Mateus Jérôme Idier Thomas Carlier
Multiperspective Ultrasound Strain Imaging of the Abdominal Aorta.Hein de Hoop Niels J. Petterson Frans N. van de Vosse Marc R. H. M. van Sambeek Hans-Martin Schwab Richard G. P. Lopata
Cardiac Segmentation With Strong Anatomical Guarantees.Nathan Painchaud Youssef Skandarani Thierry Judge Olivier Bernard Alain Lalande Pierre-Marc Jodoin
Hierarchical Nonlocal Residual Networks for Image Quality Assessment of Pediatric Diffusion MRI With Limited and Noisy Annotations.Siyuan Liu Kim-Han Thung Weili Lin Dinggang Shen Pew-Thian Yap
Optimization for Medical Image Segmentation: Theory and Practice When Evaluating With Dice Score or Jaccard Index.Tom Eelbode Jeroen Bertels Maxim Berman Dirk Vandermeulen Frederik Maes Raf Bisschops Matthew B. Blaschko
Appearance Learning for Image-Based Motion Estimation in Tomography.Alexander Preuhs Michael Manhart Philipp Roser Elisabeth Hoppe Yixing Huang Marios Psychogios Markus Kowarschik Andreas K. Maier
Weakly Supervised Deep Nuclei Segmentation Using Partial Points Annotation in Histopathology Images.Hui Qu Pengxiang Wu Qiaoying Huang Jingru Yi Zhennan Yan Kang Li Gregory M. Riedlinger Subhajyoti De Shaoting Zhang Dimitris N. Metaxas
Deep Learning-Based Spectral Unmixing for Optoacoustic Imaging of Tissue Oxygen Saturation.Ivan Olefir Stratis Tzoumas Courtney Restivo Pouyan Mohajerani Lei Xing Vasilis Ntziachristos
MDM-PCCT: Multiple Dynamic Modulations for High-Performance Spectral PCCT Imaging.Danyang Li Dong Zeng Sui Li Yongshuai Ge Zhaoying Bian Jing Huang Jianhua Ma
Multi-Organ Segmentation Over Partially Labeled Datasets With Multi-Scale Feature Abstraction. Probing Tissue Microarchitecture of the Baby Brain via Spherical Mean Spectrum Imaging.Khoi Minh Huynh Tiantian Xu Ye Wu Xifeng Wang Geng Chen Haiyong Wu Kim-Han Thung Weili Lin Dinggang Shen Pew-Thian Yap
TTTS-STgan: Stacked Generative Adversarial Networks for TTTS Fetal Surgery Planning Based on 3D Ultrasound.Jordina Torrents-Barrena Gemma Piella Brenda Valenzuela-Alcaraz Eduard Gratacós Elisenda Eixarch Mario Ceresa Miguel Ángel González Ballester
Deep Mining External Imperfect Data for Chest X-Ray Disease Screening.Luyang Luo Lequan Yu Hao Chen Quande Liu Xi Wang Jiaqi Xu Pheng-Ann Heng
Differentiated Backprojection Domain Deep Learning for Conebeam Artifact Removal.Yoseob Han Junyoung Kim Jong Chul Ye
Shear Induced Non-Linear Elasticity Imaging: Elastography for Compound Deformations.Soumya Goswami Rifat Ahmed Siladitya Khan Marvin M. Doyley Stephen A. McAleavey
Suppression of Motion Artifacts Caused by Temporally Recurring Tracer Distributions in Multi-Patch Magnetic Particle Imaging.Nadine Gdaniec Marija Boberg Martin Möddel Patryk Szwargulski Tobias Knopp
Spatiotemporal Antialiasing in Photoacoustic Computed Tomography.Peng Hu Lei Li Li Lin Lihong V. Wang
Deep Predictive Motion Tracking in Magnetic Resonance Imaging: Application to Fetal Imaging.Ayush Singh Seyed Sadegh Mohseni Salehi Ali Gholipour
Improved Low-Count Quantitative PET Reconstruction With an Iterative Neural Network.Hongki Lim Il Yong Chun Yuni K. Dewaraja Jeffrey A. Fessler
Iterative Augmentation of Visual Evidence for Weakly-Supervised Lesion Localization in Deep Interpretability Frameworks: Application to Color Fundus Images.Cristina González-Gonzalo Bart Liefers Bram van Ginneken Clara I. Sánchez
Known Operator Learning Enables Constrained Projection Geometry Conversion: Parallel to Cone-Beam for Hybrid MR/X-Ray Imaging.Christopher Syben Bernhard Stimpel Philipp Roser Arnd Dörfler Andreas K. Maier
Multivariate Statistical Modeling of Retinal Optical Coherence Tomography.Maryam Samieinasab Zahra Amini Hossein Rabbani
Multispectral Interlaced Sparse Sampling Photoacoustic Tomography.Xipan Li Shuangyang Zhang Jian Wu Shixian Huang Qianjin Feng Li Qi Wufan Chen
Detecting Deficient Coverage in Colonoscopies.Daniel Freedman Yochai Blau Liran Katzir Amit Aides Ilan Shimshoni Danny Veikherman Tomer Golany Ariel Gordon Greg Corrado Yossi Matias Ehud Rivlin
Partial FOV Center Imaging (PCI): A Robust X-Space Image Reconstruction for Magnetic Particle Imaging.Semih Kurt Yavuz Muslu Emine Ulku Saritas
Semi-Supervised Medical Image Classification With Relation-Driven Self-Ensembling Model.Quande Liu Lequan Yu Luyang Luo Qi Dou Pheng-Ann Heng
Associating Multi-Modal Brain Imaging Phenotypes and Genetic Risk Factors via a Dirty Multi-Task Learning Method.Lei Du Fang Liu Kefei Liu Xiaohui Yao Shannon L. Risacher Junwei Han Andrew J. Saykin Li Shen
Computer-Aided Cervical Cancer Diagnosis Using Time-Lapsed Colposcopic Images.Yuexiang Li Jiawei Chen Peng Xue Chao Tang Jia Chang Chunyan Chu Kai Ma Qing Li Yefeng Zheng Youlin Qiao
Displacement Imaging for Focused Ultrasound Peripheral Nerve Neuromodulation.Stephen A. Lee Hermes A. S. Kamimura Mark T. Burgess Elisa E. Konofagou
Deep-Learning Image Reconstruction for Real-Time Photoacoustic System.MinWoo Kim Geng-Shi Jeng Ivan Pelivanov Matthew O'Donnell
Phantom Studies of Fused-Data TREIT Using Only Biopsy-Probe Electrodes.Ethan K. Murphy Xiaotian Wu Alicia C. Everitt Ryan J. Halter
Class-Agnostic Weighted Normalization of Staining in Histopathology Images Using a Spatially Constrained Mixture Model.Sobhan Shafiei Amir Safarpoor Ahad Jamalizadeh Hamid R. Tizhoosh
Image Projection Network: 3D to 2D Image Segmentation in OCTA Images.Mingchao Li Yerui Chen Zexuan Ji Keren Xie Songtao Yuan Qiang Chen Shuo Li
Layer Embedding Analysis in Convolutional Neural Networks for Improved Probability Calibration and Classification.Fan Zhang Nicha C. Dvornek Junlin Yang Julius Chapiro Jim Duncan
Relative Contributions of Anatomical and Quantum Noise in Signal Detection and Perception of Tomographic Digital Breast Images. HIFUNet: Multi-Class Segmentation of Uterine Regions From MR Images Using Global Convolutional Networks for HIFU Surgery Planning.Chen Zhang Huazhong Shu Guanyu Yang Faqi Li Yingang Wen Qin Zhang Jean-Louis Dillenseger Jean-Louis Coatrieux
Cap-Based Transcranial Optical Tomography in an Awake Infant.Banghe Zhu Eva M. Sevick-Muraca Ryan D. Nguyen Manish N. Shah
Causality-Based Feature Fusion for Brain Neuro-Developmental Analysis.Peyman Hosseinzadeh Kassani Li Xiao Gemeng Zhang Julia M. Stephen Tony W. Wilson Vince D. Calhoun Yu-Ping Wang
Dual Energy Differential Phase Contrast CT (DE-DPC-CT) Imaging.Xu Ji Ran Zhang Ke Li Guang-Hong Chen
Augmented Whole-Body Scanning via Magnifying PET.Jianyong Jiang Suranjana Samanta Ke Li Stefan B. Siegel Robert A. Mintzer Sanghee Cho Maurizio Conti Matthias Schmand Joseph A. O'Sullivan Yuan-Chuan Tai
Deep Adversarial Training for Multi-Organ Nuclei Segmentation in Histopathology Images.Faisal Mahmood Daniel Borders Richard J. Chen Gregory N. McKay Kevan J. Salimian Alexander S. Baras Nicholas J. Durr
Volume 39, Number 10, October 2020
Ali Özbek Xosé-Luís Dean-Ben Daniel Razansky
DU-Net: Convolutional Network for the Detection of Arterial Calcifications in Mammograms.Manal Al Ghamdi Mohamed Abdel-Mottaleb Fernando Collado-Mesa
Predicting Bone Marrow Damage in the Skull After Clinical Transcranial MRI-Guided Focused Ultrasound With Acoustic and Thermal Simulations.Nathan McDannold P. Jason White Rees Cosgrove
A Synthetic Total Impulse Response Characterization Method for Correction of Hand-Held Optoacoustic Images.Kaushik Basak Chowdhury Jaya Prakash Angelos Karlas Dominik Jüstel Vasilis Ntziachristos
Non-Negative Iterative Convex Refinement Approach for Accurate and Robust Reconstruction in Cerenkov Luminescence Tomography.Meishan Cai Zeyu Zhang Xiaojing Shi Junying Yang Zhenhua Hu Jie Tian
Rapid Ultrasound Optical Clearing of Human Light and Dark Skin.Elina A. Genina Yury I. Surkov Isabella A. Serebryakova Alexey N. Bashkatov Valery V. Tuchin Vladimir P. Zharov
Tunable Ultrahigh Dielectric Constant (tuHDC) Ceramic Technique to Largely Improve RF Coil Efficiency and MR Imaging Performance.Wei Chen Byeong-Yeul Lee Xiao-Hong Zhu Hannes M. Wiesner Maryam Sarkarat Navid P. Gandji Sebastian Rupprecht Qing X. Yang Michael T. Lanagan
Numerical and Workbench Design of 2.35 T Double-Tuned (¹H/²³Na) Nested RF Birdcage Coils Suitable for Animal Size MRI.Marco Fantasia Angelo Galante Francesca Maggiorelli Alessandra Retico Nunzia Fontana Agostino Monorchio Marcello Alecci
Learning an Attention Model for Robust 2-D/3-D Registration Using Point-To-Plane Correspondences.Roman Schaffert Jian Wang Peter Fischer Anja Borsdorf Andreas K. Maier
Improving Prostate Cancer (PCa) Classification Performance by Using Three-Player Minimax Game to Reduce Data Source Heterogeneity.Yanan Shao Zhen Jane Wang Brian Wodlinger Septimiu E. Salcudean
Multi-Class ASD Classification Based on Functional Connectivity and Functional Correlation Tensor via Multi-Source Domain Adaptation and Multi-View Sparse Representation.Jun Wang Lichi Zhang Qian Wang Lei Chen Jun Shi Xiaobo Chen Zuoyong Li Dinggang Shen
A Novel Attribute-Based Symmetric Multiple Instance Learning for Histopathological Image Analysis.Trung Vu Phung Lai Raviv Raich Anh T. Pham Xiaoli Z. Fern U. K. Arvind Rao
Deep Q-CapsNet Reinforcement Learning Framework for Intrauterine Cavity Segmentation in TTTS Fetal Surgery Planning.Jordina Torrents-Barrena Gemma Piella Eduard Gratacós Elisenda Eixarch Mario Ceresa Miguel Ángel González Ballester
The SVD Beamformer: Physical Principles and Application to Ultrafast Adaptive Ultrasound.Hanna Bendjador Thomas Deffieux Mickaël Tanter
Synthesize High-Quality Multi-Contrast Magnetic Resonance Imaging From Multi-Echo Acquisition Using Multi-Task Deep Generative Model.Guanhua Wang Enhao Gong Suchandrima Banerjee Dann Martin Elizabeth Tong Jay Choi Huijun Chen Max Wintermark John M. Pauly Greg Zaharchuk
Nondestructive Detection of Targeted Microbubbles Using Dual-Mode Data and Deep Learning for Real-Time Ultrasound Molecular Imaging.Dongwoon Hyun Lotfi Abou-Elkacem Rakesh Bam Leandra L. Brickson Carl D. Herickhoff Jeremy J. Dahl
Deep Learning for Ultrasound Localization Microscopy.Xin Liu Tianyang Zhou Mengyang Lu Yi Yang Qiong He Jianwen Luo
High-Resolution Chest X-Ray Bone Suppression Using Unpaired CT Structural Priors.Han Li Hu Han Zeju Li Lei Wang Zhe Wu Jingjing Lu S. Kevin Zhou
ANHIR: Automatic Non-Rigid Histological Image Registration Challenge.Jirí Borovec Jan Kybic Ignacio Arganda-Carreras Dmitry V. Sorokin Gloria Bueno Alexander V. Khvostikov Spyridon Bakas Eric I-Chao Chang Stefan Heldmann Kimmo Kartasalo Leena Latonen Johannes Lotz Michelle Noga Sarthak Pati Kumaradevan Punithakumar Pekka Ruusuvuori Andrzej Skalski Nazanin Tahmasebi Masi Valkonen Ludovic Venet Yizhe Wang Nick Weiss Marek Wodzinski Yu Xiang Yan Xu Yan Yan Paul A. Yushkevich Shengyu Zhao Arrate Muñoz-Barrutia
Cardiac and Respiratory Self-Gating in Radial MRI Using an Adapted Singular Spectrum Analysis (SSA-FARY).Sebastian Rosenzweig Nick Scholand H. Christian M. Holme Martin Uecker
K-Nearest Neighbor Based Locally Connected Network for Fast Morphological Reconstruction in Fluorescence Molecular Tomography.Hui Meng Yuan Gao Xin Yang Kun Wang Jie Tian
CPFNet: Context Pyramid Fusion Network for Medical Image Segmentation.Shuanglang Feng Heming Zhao Fei Shi Xuena Cheng Meng Wang Yuhui Ma Dehui Xiang Weifang Zhu Xinjian Chen
Spectral CT Reconstruction via Low-Rank Representation and Region-Specific Texture Preserving Markov Random Field Regularization.Yongyi Shi Yongfeng Gao Yanbo Zhang Junqi Sun Xuanqin Mou Zhengrong Liang
Perturbation Monte Carlo Method for Quantitative Photoacoustic Tomography.Aleksi A. Leino Tuomas Lunttila Meghdoot Mozumder Aki Pulkkinen Tanja Tarvainen
Volume 39, Number 9, September 2020
Yassine Nasser Rachid Jennane Aladine Chetouani Eric Lespessailles Mohammed El Hassouni
Spatially-Constrained Fisher Representation for Brain Disease Identification With Incomplete Multi-Modal Neuroimages.Yongsheng Pan Mingxia Liu Chunfeng Lian Yong Xia Dinggang Shen
Shape Reconstruction Using Boolean Operations in Electrical Impedance Tomography.Dong Liu Danping Gu Danny Smyl Jiansong Deng Jiangfeng Du
Multi-Operator Minimum Variance Adaptive Beamforming Algorithms Accelerated With GPU.Junying Chen Jinhui Chen Renxin Zhuang Huaqing Min
Model-Based Reconstruction of Large Three-Dimensional Optoacoustic Datasets.Lu Ding Daniel Razansky Xosé-Luís Dean-Ben
PathSRGAN: Multi-Supervised Super-Resolution for Cytopathological Images Using Generative Adversarial Network.Jiabo Ma Jingya Yu Sibo Liu Li Chen Xu Li Jie Feng Zhixing Chen Shaoqun Zeng Xiuli Liu Shenghua Cheng
Multi-Task Siamese Network for Retinal Artery/Vein Separation via Deep Convolution Along Vessel.Zhiwei Wang Xixi Jiang Jingen Liu Kwang-Ting Cheng Xin Yang
Improving Diagnostic Accuracy in Low-Dose SPECT Myocardial Perfusion Imaging With Convolutional Denoising Networks.Albert Juan Ramon Yongyi Yang P. Hendrik Pretorius Karen L. Johnson Michael A. King Miles N. Wernick
A k-Space Model of Movement Artefacts: Application to Segmentation Augmentation and Artefact Removal.Richard Shaw Carole H. Sudre Thomas Varsavsky Sébastien Ourselin M. Jorge Cardoso
Self-Navigated Three-Dimensional Ultrashort Echo Time Technique for Motion-Corrected Skull MRI.Hyunyeol Lee Xia Zhao Hee Kwon Song Felix W. Wehrli
A Question-Centric Model for Visual Question Answering in Medical Imaging.Minh H. Vu Tommy Löfstedt Tufve Nyholm Raphael Sznitman
A Voxel-Based Fully Convolution Network and Continuous Max-Flow for Carotid Vessel-Wall-Volume Segmentation From 3D Ultrasound Images.Ran Zhou Fumin Guo M. Reza Azarpazhooh John David Spence Eranga Ukwatta Mingyue Ding Aaron Fenster
Full-Spectrum-Knowledge-Aware Tensor Model for Energy-Resolved CT Iterative Reconstruction.Dong Zeng Lisha Yao Yongshuai Ge Sui Li Qi Xie Hao Zhang Zhaoying Bian Qian Zhao Yuanqing Li Zongben Xu Deyu Meng Jianhua Ma
Deep Spatial-Temporal Feature Fusion From Adaptive Dynamic Functional Connectivity for MCI Identification.Yang Li Jingyu Liu Zhenyu Tang Baiying Lei
ψ-Net: Stacking Densely Convolutional LSTMs for Sub-Cortical Brain Structure Segmentation.Lihao Liu Xiaowei Hu Lei Zhu Chi-Wing Fu Jing Qin Pheng-Ann Heng
Multi-View Spatial Aggregation Framework for Joint Localization and Segmentation of Organs at Risk in Head and Neck CT Images.Shujun Liang Kim-Han Thung Dong Nie Yu Zhang Dinggang Shen
Block Level Skip Connections Across Cascaded V-Net for Multi-Organ Segmentation.Liang Zhang Jiaming Zhang Peiyi Shen Guangming Zhu Ping Li Xiaoyuan Lu Huan Zhang Syed Afaq Ali Shah Mohammed Bennamoun
Hi-Net: Hybrid-Fusion Network for Multi-Modal MR Image Synthesis.Tao Zhou Huazhu Fu Geng Chen Jianbing Shen Ling Shao
Patient-Specific Characterization of Breast Cancer Hemodynamics Using Image-Guided Computational Fluid Dynamics.Chengyue Wu David A. Hormuth Todd A. Oliver Federico Pineda Guillermo Lorenzo Gregory S. Karczmar Robert D. Moser Thomas E. Yankeelov
Deformable Slice-to-Volume Registration for Motion Correction of Fetal Body and Placenta MRI.Alena Uus Tong Zhang Laurence H. Jackson Thomas A. Roberts Mary A. Rutherford Joseph V. Hajnal Maria Deprez
Multi-Contrast Super-Resolution MRI Through a Progressive Network.Qing Lyu Hongming Shan Cole Steber Corbin Helis Chris Whitlow Michael Chan Ge Wang
Automated Tortuosity Analysis of Nerve Fibers in Corneal Confocal Microscopy.Yitian Zhao Jiong Zhang Ella Pereira Yalin Zheng Pan Su Jianyang Xie Yifan Zhao Yonggang Shi Hong Qi Jiang Liu Yonghuai Liu
MS-Net: Multi-Site Network for Improving Prostate Segmentation With Heterogeneous MRI Data.Volume 39, Number 8, August 2020
Srikrishna Karanam Ren Li Fan Yang Wei Hu Terrence Chen Ziyan Wu
Deep Learning COVID-19 Features on CXR Using Limited Training Data Sets.Yujin Oh Sangjoon Park Jong Chul Ye
Deep Learning for Classification and Localization of COVID-19 Markers in Point-of-Care Lung Ultrasound.Subhankar Roy Willi Menapace Sebastiaan Oei Ben Luijten Enrico Fini Cristiano Saltori Iris A. M. Huijben Nishith Chennakeshava Federico Mento Alessandro Sentelli Emanuele Peschiera Riccardo Trevisan Giovanni Maschietto Elena Torri Riccardo Inchingolo Andrea Smargiassi Gino Soldati Paolo Rota Andrea Passerini Ruud J. G. van Sloun Elisa Ricci Libertario Demi
Relational Modeling for Robust and Efficient Pulmonary Lobe Segmentation in CT Scans.Weiyi Xie Colin Jacobs Jean-Paul Charbonnier Bram van Ginneken
A Noise-Robust Framework for Automatic Segmentation of COVID-19 Pneumonia Lesions From CT Images.Guotai Wang Xinglong Liu Chaoping Li Zhiyong Xu Jiugen Ruan Haifeng Zhu Tao Meng Kang Li Ning Huang Shaoting Zhang
A Rapid, Accurate and Machine-Agnostic Segmentation and Quantification Method for CT-Based COVID-19 Diagnosis.Longxi Zhou Zhongxiao Li Juexiao Zhou Haoyang Li Yupeng Chen Yuxin Huang Dexuan Xie Lintao Zhao Ming Fan Shahrukh Hashmi Faisal Abdelkareem Riham Eiada XiGang Xiao Lihua Li Zhaowen Qiu Xin Gao
Inf-Net: Automatic COVID-19 Lung Infection Segmentation From CT Images.Deng-Ping Fan Tao Zhou Ge-Peng Ji Yi Zhou Geng Chen Huazhu Fu Jianbing Shen Ling Shao
A Weakly-Supervised Framework for COVID-19 Classification and Lesion Localization From Chest CT.Xinggang Wang Xianbo Deng Qing Fu Qiang Zhou Jiapei Feng Hui Ma Wenyu Liu Chuansheng Zheng
Diagnosis of Coronavirus Disease 2019 (COVID-19) With Structured Latent Multi-View Representation Learning.Hengyuan Kang Liming Xia Fuhua Yan Zhibin Wan Feng Shi Huan Yuan Huiting Jiang Dijia Wu He Sui Changqing Zhang Dinggang Shen
Dual-Sampling Attention Network for Diagnosis of COVID-19 From Community Acquired Pneumonia.Xi Ouyang Jiayu Huo Liming Xia Fei Shan Jun Liu Zhanhao Mo Fuhua Yan Zhongxiang Ding Qi Yang Bin Song Feng Shi Huan Yuan Ying Wei Xiaohuan Cao Yaozong Gao Dijia Wu Qian Wang Dinggang Shen
Accurate Screening of COVID-19 Using Attention-Based Deep 3D Multiple Instance Learning.Zhongyi Han Benzheng Wei Yanfei Hong Tianyang Li Jinyu Cong Xue Zhu Haifeng Wei Wei Zhang
Prior-Attention Residual Learning for More Discriminative COVID-19 Screening in CT Images.Jun Wang Yiming Bao Yaofeng Wen Hongbing Lu Hu Luo Yunfei Xiang Xiaoming Li Chen Liu Dahong Qian
Guest Editorial: Special Issue on Imaging-Based Diagnosis of COVID-19.Dinggang Shen Yaozong Gao Arrate Muñoz-Barrutia Delia Cabrera DeBuc Gennaro Percannella
Volume 39, Number 7, July 2020
Tianyang Miller Jun Cheng Huazhu Fu Zaiwang Gu Yuting Xiao Kang Zhou Shenghua Gao Ru Zheng Jiang Liu
Image-to-Images Translation for Multi-Task Organ Segmentation and Bone Suppression in Chest X-Ray Radiography.Mohammad Eslami Solale Tabarestani Shadi Albarqouni Ehsan Adeli Nassir Navab Malek Adjouadi
Attention-Diffusion-Bilinear Neural Network for Brain Network Analysis.Jiashuang Huang Luping Zhou Lei Wang Daoqiang Zhang
Generalizing Deep Learning for Medical Image Segmentation to Unseen Domains via Deep Stacked Transformation.Ling Zhang Xiaosong Wang Dong Yang Thomas Sanford Stephanie A. Harmon Baris Turkbey Bradford J. Wood Holger Roth Andriy Myronenko Daguang Xu Ziyue Xu
Motion Dependent and Spatially Variant Resolution Modeling for PET Rigid Motion Correction.Alan Miranda Steven Staelens Sigrid Stroobants Jeroen Verhaeghe
One-Shot Learning for Deformable Medical Image Registration and Periodic Motion Tracking. Unsupervised Bidirectional Cross-Modality Adaptation via Deeply Synergistic Image and Feature Alignment for Medical Image Segmentation.Cheng Chen Qi Dou Hao Chen Jing Qin Pheng-Ann Heng
A Mutual Bootstrapping Model for Automated Skin Lesion Segmentation and Classification.Yutong Xie Jianpeng Zhang Yong Xia Chunhua Shen
Localization of Fluorescent Targets in Deep Tissue With Expanded Beam Illumination for Studies of Cancer and the Brain.Brian Z. Bentz Sakkarapalayam M. Mahalingam Daniel Ysselstein Paola C. Montenegro Jason R. Cannon Jean-Christophe Rochet Philip S. Low Kevin J. Webb
Recalibrating 3D ConvNets With Project & Excite.Anne-Marie Rickmann Abhijit Guha Roy Ignacio Sarasua Christian Wachinger
Model Comparison Metrics Require Adaptive Correction if Parameters Are Discretized: Proof-of-Concept Applied to Transient Signals in Dynamic PET. Deep Multi-Scale Mesh Feature Learning for Automated Labeling of Raw Dental Surfaces From 3D Intraoral Scanners.Chunfeng Lian Li Wang Tai-Hsien Wu Fan Wang Pew-Thian Yap Ching-Chang Ko Dinggang Shen
Preclinical Imaging Using Single Track Location Shear Wave Elastography: Monitoring the Progression of Murine Pancreatic Tumor Liver Metastasis In Vivo.Rifat Ahmed Jian Ye Scott A. Gerber David C. Linehan Marvin M. Doyley
Unpaired Multi-Modal Segmentation via Knowledge Distillation.Qi Dou Quande Liu Pheng-Ann Heng Ben Glocker
Ultra-Compact Microsystems-Based Confocal Endomicroscope.Gaoming Li Xiyu Duan Miki Lee Mayur Birla Jing Chen Kenn R. Oldham Thomas D. Wang Haijun Li
Context-Aware Convolutional Neural Network for Grading of Colorectal Cancer Histology Images.Muhammad Shaban Ruqayya Awan Muhammad Moazam Fraz Ayesha Azam Yee-Wah Tsang David R. J. Snead Nasir M. Rajpoot
Unsupervised Domain Adaptation to Classify Medical Images Using Zero-Bias Convolutional Auto-Encoders and Context-Based Feature Augmentation.Euijoon Ahn Ashnil Kumar Michael J. Fulham Dagan Feng Jinman Kim
Deep Neural Networks for Chronological Age Estimation From OPG Images.Nicolás Vila Blanco María J. Carreira Paulina Varas-Quintana Carlos Balsa-Castro Inmaculada Tomás
Novel Regional Activity Representation With Constrained Canonical Correlation Analysis for Brain Connectivity Network Estimation.Jiayue Cai Yuheng Wang Aiping Liu Martin J. McKeown Z. Jane Wang
Deep Learning-Based Development of Personalized Human Head Model With Non-Uniform Conductivity for Brain Stimulation.Essam A. Rashed José Gómez-Tames Akimasa Hirata
Sample-Adaptive GANs: Linking Global and Local Mappings for Cross-Modality MR Image Synthesis.Biting Yu Luping Zhou Lei Wang Yinghuan Shi Jurgen Fripp Pierrick Bourgeat
A Robust Regularizer for Multiphase CT. An Optimal, Generative Model for Estimating Multi-Label Probabilistic Maps.Praful Agrawal Ross T. Whitaker Shireen Y. Elhabian
Multi-Needle Detection in 3D Ultrasound Images Using Unsupervised Order-Graph Regularized Sparse Dictionary Learning.Yupei Zhang Xiuxiu He Zhen Tian Jiwoong Jason Jeong Yang Lei Tonghe Wang Qiulan Zeng Ashesh B. Jani Walter J. Curran Pretesh Patel Tian Liu Xiaofeng Yang
SACNN: Self-Attention Convolutional Neural Network for Low-Dose CT Denoising With Self-Supervised Perceptual Loss Network.Volume 39, Number 6, June 2020
Ouwen Huang Will Long Nick Bottenus Marcelo Lerendegui Gregg E. Trahey Sina Farsiu Mark L. Palmeri
Scatter Correction for Spectral CT Using a Primary Modulator Mask.Odran Pivot Clarisse Fournier Joachim Tabary Jean Michel Letang Simon Rit
Global Pixel Transformers for Virtual Staining of Microscopy Images.Yi Liu Hao Yuan Zhengyang Wang Shuiwang Ji
Deep Neural Networks With Region-Based Pooling Structures for Mammographic Image Classification.Xin Shu Lei Zhang Zizhou Wang Qing Lv Zhang Yi
Blind Source Separation for Myelin Water Fraction Mapping Using Multi-Echo Gradient Echo Imaging.Jae Eun Song Jaewook Shin Hongpyo Lee Ho Joon Lee Won-Jin Moon Dong-Hyun Kim
Intraoperative Correction of Liver Deformation Using Sparse Surface and Vascular Features via Linearized Iterative Boundary Reconstruction.Jon S. Heiselman William R. Jarnagin Michael I. Miga
NIR-II/NIR-I Fluorescence Molecular Tomography of Heterogeneous Mice Based on Gaussian Weighted Neighborhood Fused Lasso Method.Meishan Cai Zeyu Zhang Xiaojing Shi Zhenhua Hu Jie Tian
Fast Polynomial Approximation of Heat Kernel Convolution on Manifolds and Its Application to Brain Sulcal and Gyral Graph Pattern Analysis.Shih-Gu Huang Ilwoo Lyu Anqi Qiu Moo K. Chung
Automatic Collateral Scoring From 3D CTA Images.Jiahang Su Lennard Wolff Adriaan C. G. M. van Es Wim H. van Zwam Charles B. L. M. Majoie Diederik W. J. Dippel Aad van der Lugt Wiro J. Niessen Theo van Walsum
Enabling a Single Deep Learning Model for Accurate Gland Instance Segmentation: A Shape-Aware Adversarial Learning Framework.Zengqiang Yan Xin Yang Kwang-Ting Cheng
Bootstrap-Optimised Regularised Image Reconstruction for Emission Tomography. CT Male Pelvic Organ Segmentation via Hybrid Loss Network With Incomplete Annotation.Shuai Wang Dong Nie Liangqiong Qu Yeqin Shao Jun Lian Qian Wang Dinggang Shen
Modeling of Errors Due to Uncertainties in Ultrasound Sensor Locations in Photoacoustic Tomography.Teemu Sahlström Aki Pulkkinen Jenni Tick Jarkko Leskinen Tanja Tarvainen
Superspeed Bolus Visualization for Vascular Magnetic Particle Imaging.Patrick Vogel Martin A. Ruckert Thomas Kampf Stefan Herz Anton Stang Lucas Wöckel Thorsten Alexander Bley Silvio Dutz Volker C. Behr
Biomarker Localization From Deep Learning Regression Networks.Carlos Cano-Espinosa Germán González George R. Washko Miguel Cazorla Raúl San José Estépar
Ultrafast Endoscopic Ultrasonography With Circular Array.Qingyuan Tan Congzhi Wang Jiamei Liu Jiqing Huang Yongchuan Li Yang Xiao Gui-Song Xia Teng Ma Hairong Zheng
Deep Learning of Imaging Phenotype and Genotype for Predicting Overall Survival Time of Glioblastoma Patients.Zhenyu Tang Yuyun Xu Lei Jin Abudumijiti Aibaidula Junfeng Lu Zhicheng Jiao Jinsong Wu Han Zhang Dinggang Shen
Explainable Anatomical Shape Analysis Through Deep Hierarchical Generative Models.Carlo Biffi Juan J. Cerrolaza Giacomo Tarroni Wenjia Bai Antonio de Marvao Ozan Oktay Christian Ledig Loïc Le Folgoc Konstantinos Kamnitsas Georgia Doumou Jinming Duan Sanjay K. Prasad Stuart A. Cook Declan P. O'Regan Daniel Rueckert
Radon Inversion via Deep Learning. Instance-Level Microtubule Tracking.Samira Masoudi Afsaneh Razi Cameron H. G. Wright Jesse C. Gatlin Ulas Bagci
Robust Self-Supervised Learning of Deterministic Errors in Single-Plane (Monoplanar) and Dual-Plane (Biplanar) X-Ray Fluoroscopy.Jacky C. K. Chow Steven K. Boyd Derek D. Lichti Janet Lenore Ronsky
Quadratic Autoencoder (Q-AE) for Low-Dose CT Denoising.Fenglei Fan Hongming Shan Mannudeep K. Kalra Ramandeep Singh Guhan Qian Matthew Getzin Yueyang Teng Juergen Hahn Ge Wang
N-Phase Local Expansion Ratio for Characterizing Out-of-Phase Lung Ventilation.Wei Shao Taylor J. Patton Sarah E. Gerard Yue Pan Joseph M. Reinhardt Oguz C. Durumeric John E. Bayouth Gary E. Christensen
3D-GLCM CNN: A 3-Dimensional Gray-Level Co-Occurrence Matrix-Based CNN Model for Polyp Classification via CT Colonography.Jiaxing Tan Yongfeng Gao Zhengrong Liang Weiguo Cao Marc J. Pomeroy Yumei Huo Lihong Li Matthew A. Barish Almas F. Abbasi Perry J. Pickhardt
Anatomical Attention Guided Deep Networks for ROI Segmentation of Brain MR Images.Liang Sun Wei Shao Daoqiang Zhang Mingxia Liu
GANPOP: Generative Adversarial Network Prediction of Optical Properties From Single Snapshot Wide-Field Images.Mason T. Chen Faisal Mahmood Jordan A. Sweer Nicholas J. Durr
Model-Based Iterative Reconstruction for Propagation-Based Phase-Contrast X-Ray CT including Models for the Source and the Detector.Lorenz Hehn Regine Gradl Martin Dierolf Kaye S. Morgan David M. Paganin Franz Pfeiffer
Optical Biopsy of Melanoma and Basal Cell Carcinoma Progression by Noncontact Photoacoustic and Optical Coherence Tomography: In Vivo Multi-Parametric Characterizing Tumor Microenvironment.Wangting Zhou Zhongjiang Chen Quan Zhou Da Xing
Individual Resting-State Brain Networks Enabled by Massive Multivariate Conditional Mutual Information.Padmavathi Sundaram Martin Luessi Marta Bianciardi Steven M. Stufflebeam Matti S. Hämäläinen Victor Solo
ERGO: Efficient Recurrent Graph Optimized Emitter Density Estimation in Single Molecule Localization Microscopy.Ben Cardoen Hanene Ben Yedder Anmol Sharma Keng C. Chou Ivan Robert Nabi Ghassan Hamarneh
Attention by Selection: A Deep Selective Attention Approach to Breast Cancer Classification.Bolei Xu Jingxin Liu Xianxu Hou Bozhi Liu Jon Garibaldi Ian O. Ellis Andy Green Linlin Shen Guoping Qiu
B-Spline Level Set Method for Shape Reconstruction in Electrical Impedance Tomography.Dong Liu Danping Gu Danny Smyl Jiansong Deng Jiangfeng Du
Accurate Image Domain Noise Insertion in CT Images.Sarah E. Divel Norbert J. Pelc
An Enhanced SMART-RECON Algorithm for Time-Resolved C-Arm Cone-Beam CT Imaging.Yinsheng Li John W. Garrett Ke Li Charles Strother Guang-Hong Chen
4D Functional Imaging of the Rat Brain Using a Large Aperture Row-Column Array.Jack Sauvage Jonathan Porée Claire Rabut Guillaume Férin Martin Flesch Bogdan Rosinski An Nguyen-Dinh Mickaël Tanter Mathieu Pernot Thomas Deffieux
On Modelling Label Uncertainty in Deep Neural Networks: Automatic Estimation of Intra- Observer Variability in 2D Echocardiography Quality Assessment.Zhibin Liao Hany Girgis Amir H. Abdi Hooman Vaseli Jorden Hetherington Robert Rohling Ken Gin Teresa Tsang Purang Abolmaesumi
UNet++: Redesigning Skip Connections to Exploit Multiscale Features in Image Segmentation.Zongwei Zhou Md Mahfuzur Rahman Siddiquee Nima Tajbakhsh Jianming Liang
Joint Multi-Modal Longitudinal Regression and Classification for Alzheimer's Disease Prediction.Lodewijk Brand Kai Nichols Hua Wang Li Shen Heng Huang
EMS-Net: A Deep Learning Method for Autodetecting Epileptic Magnetoencephalography Spikes.Li Zheng Pan Liao Shen Luo Jingwei Sheng Pengfei Teng Guoming Luan Jia-Hong Gao
CT Image-Guided Electrical Impedance Tomography for Medical Imaging.Ziang Li Jie Zhang Dong Liu Jiangfeng Du
Multiple Delay and Sum With Enveloping Beamforming Algorithm for Photoacoustic Imaging.Xiang Ma Chenglei Peng Jie Yuan Qian Cheng Guan Xu Xueding Wang Paul L. Carson
Optimized Combination of Multiple Graphs With Application to the Integration of Brain Imaging and (epi)Genomics Data. Single-Cell Photoacoustic Microrheology.Volume 39, Number 5, May 2020
Wei Zeng Scott W. Gordon-Wylie Likun Tan Ligin Solamen Matthew D. J. McGarry John B. Weaver Keith D. Paulsen
Echocardiogram Analysis Using Motion Profile Modeling.Inayathullah Ghori Debaditya Roy Renu John Chalavadi Krishna Mohan
Difference-Frequency Ultrasound Imaging With Non-Linear Contrast.Yilei Li Dina Polyak Eli Johnson Derek W. Yecies Saba Shevidi Adam de la Zerda Melanie Hayden Gephart Steven Chu
Multi-Hypergraph Learning-Based Brain Functional Connectivity Analysis in fMRI Data.Li Xiao Junqi Wang Peyman Hosseinzajeh Kassani Yipu Zhang Yuntong Bai Julia M. Stephen Tony W. Wilson Vince D. Calhoun Yu-Ping Wang
Circular Clustering in Fuzzy Approximation Spaces for Color Normalization of Histological Images. Optimization of Drive Parameters for Resolution, Sensitivity and Safety in Magnetic Particle Imaging.Zhi Wei Tay Daniel Hensley Prashant Chandrasekharan Bo Zheng Steven M. Conolly
Efficient DCE-MRI Parameter and Uncertainty Estimation Using a Neural Network.Yannick Bliesener Jay Acharya Krishna S. Nayak
Multi-Modal Deep Guided Filtering for Comprehensible Medical Image Processing.Bernhard Stimpel Christopher Syben Franziska Schirrmacher Philip Hoelter Arnd Dörfler Andreas K. Maier
K-Net: Integrate Left Ventricle Segmentation and Direct Quantification of Paired Echo Sequence.Rongjun Ge Guanyu Yang Yang Chen Limin Luo Cheng Feng Hong Ma Junyi Ren Shuo Li
An Efficient Method for Multi-Parameter Mapping in Quantitative MRI Using B-Spline Interpolation.Willem van Valenberg Stefan Klein Frans M. Vos Kirsten Koolstra Lucas J. van Vliet Dirk H. J. Poot
4D Flow MRI Pressure Estimation Using Velocity Measurement-Error-Based Weighted Least-Squares.Jiacheng Zhang Melissa C. Brindise Sean Rothenberger Susanne Schnell Michael Markl David Saloner Vitaliy L. Rayz Pavlos Vlachos
Neural Segmentation of Seeding ROIs (sROIs) for Pre-Surgical Brain Tractography.Itzik Avital Ilya Nelkenbaum Galia Tsarfaty Eli Konen Nahum Kiryati Arnaldo Mayer
Accelerating Non-Cartesian MRI Reconstruction Convergence Using k-Space Preconditioning.Frank Ong Martin Uecker Michael Lustig
Head Motion Correction Based on Filtered Backprojection in Helical CT Scanning.Seokhwan Jang Seungeon Kim Mina Kim Kihong Son Kyoung-Yong Lee Jong Beom Ra
Dynamic Cell Imaging in PET With Optimal Transport Regularization.Bernhard Schmitzer Klaus P. Schäfers Benedikt Wirth
De-smokeGCN: Generative Cooperative Networks for Joint Surgical Smoke Detection and Removal.Long Chen Wen Tang Nigel W. John Tao Ruan Wan Jian Jun Zhang
Heterogeneous Angular Spectrum Method for Trans-Skull Imaging and Focusing.Scott J. Schoen Costas D. Arvanitis
Progressively Trained Convolutional Neural Networks for Deformable Image Registration.Koen A. J. Eppenhof Maxime W. Lafarge Mitko Veta Josien P. W. Pluim
Dilated Residual Learning With Skip Connections for Real-Time Denoising of Laser Speckle Imaging of Blood Flow in a Log-Transformed Domain.Weimin Cheng Jinling Lu Xuan Zhu Jiachi Hong Xiaohu Liu Miaowen Li Pengcheng Li
Imaging of Nonlinear and Dynamic Functional Brain Connectivity Based on EEG Recordings With the Application on the Diagnosis of Alzheimer's Disease.Yifan Zhao Yitian Zhao Pholpat Durongbhan Liangyu Chen Jiang Liu S. A. Billings Panagiotis Zis Zoe C. Unwin Matteo De Marco Annalena Venneri Daniel Blackburn Ptolemaios G. Sarrigiannis
A Spatial Coherence Beamformer Design for Power Doppler Imaging.Kathryn Ozgun Jaime Tierney Brett C. Byram
Deep Learning Analysis of Coronary Arteries in Cardiac CT Angiography for Detection of Patients Requiring Invasive Coronary Angiography.Majd Zreik Robbert W. van Hamersvelt Nadieh Khalili Jelmer M. Wolterink Michiel Voskuil Max A. Viergever Tim Leiner Ivana Isgum
Simultaneous Morphological and Flow Imaging Enabled by Megahertz Intravascular Doppler Optical Coherence Tomography.Tianshi Wang Tom Pfeiffer Joost Daemen Frits Mastik Wolfgang Wieser Anton F. W. van der Steen Robert Huber Gijs van Soest
Privileged Modality Distillation for Vessel Border Detection in Intracoronary Imaging.Zhifan Gao Jonathan Chung Mohamed Abdelrazek Stephanie Leung William Kongto Hau Zhanchao Xian Heye Zhang Shuo Li
Toward Precise Osteotomies: A Coarse-to-Fine 3D Cut Plane Planning Method for Image-Guided Pelvis Tumor Resection Surgery.Yu Zhang Fengzan Li Lei Qiu Lihui Xu Xiaohui Niu Yao Sui Shunli Zhang Qing Zhang Li Zhang
Toblerone: Surface-Based Partial Volume Estimation.Thomas F. Kirk Timothy S. Coalson Martin S. Craig Michael A. Chappell
Revealing the Microscopic Structure of Human Renal Cell Carcinoma in Three Dimensions.S. Ferstl Madleen Busse M. Müller Melanie A. Kimm E. Drecoll T. Bürkner S. Allner Martin Dierolf Daniela Pfeiffer Ernst J. Rummeny W. Weichert Franz Pfeiffer
CANet: Cross-Disease Attention Network for Joint Diabetic Retinopathy and Diabetic Macular Edema Grading.Xiaomeng Li Xiaowei Hu Lequan Yu Lei Zhu Chi-Wing Fu Pheng-Ann Heng
Independent Component-Based Spatiotemporal Clutter Filtering for Slow Flow Ultrasound.Jaime Tierney Jennifer Baker Daniel B. Brown Don Wilkes Brett C. Byram
Automatic Radiofrequency Ablation Planning for Liver Tumors With Multiple Constraints Based on Set Covering.Libin Liang Derek Cool Nirmal Kakani Guangzhi Wang Hui Ding Aaron Fenster
Automatic Diagnosis Based on Spatial Information Fusion Feature for Intracranial Aneurysm.Yuwen Zeng Xinke Liu Nan Xiao Youxiang Li Yuhua Jiang Junqiang Feng Shuxiang Guo
Dense Depth Estimation in Monocular Endoscopy With Self-Supervised Learning Methods.Xingtong Liu Ayushi Sinha Masaru Ishii Gregory D. Hager Austin Reiter Russell H. Taylor Mathias Unberath
Identifying Morphological Indicators of Aging With Neural Networks on Large-Scale Whole-Body MRI.Taro Langner Johan Wikström Tomas Bjerner Håkan Ahlström Joel Kullberg
A 3D Probabilistic Deep Learning System for Detection and Diagnosis of Lung Cancer Using Low-Dose CT Scans.Onur Ozdemir Rebecca L. Russell Andrew A. Berlin
A Spatio-Temporal Model of Seizure Propagation in Focal Epilepsy.Jeff Craley Emily Johnson Archana Venkataraman
Dense Dilated Network With Probability Regularized Walk for Vessel Detection.Lei Mou Li Chen Jun Cheng Zaiwang Gu Yitian Zhao Jiang Liu
A Multi-Organ Nucleus Segmentation Challenge.Neeraj Kumar Ruchika Verma Deepak Anand Yanning Zhou Omer Fahri Onder Efstratios Tsougenis Hao Chen Pheng-Ann Heng Jiahui Li Zhiqiang Hu Yunzhi Wang Navid Alemi Koohbanani Mostafa Jahanifar Neda Zamani Tajeddin Ali Gooya Nasir M. Rajpoot Xuhua Ren Sihang Zhou Qian Wang Dinggang Shen Cheng-Kun Yang Chi-Hung Weng Wei-Hsiang Yu Chao-Yuan Yeh Shuang Yang Shuoyu Xu Pak-Hei Yeung Peng Sun Amirreza Mahbod Gerald Schaefer Isabella Ellinger Rupert Ecker Örjan Smedby Chunliang Wang Benjamin Chidester That-Vinh Ton Minh-Triet Tran Jian Ma Minh N. Do Simon Graham Quoc Dang Vu Jin Tae Kwak Akshaykumar Gunda Raviteja Chunduri Corey Hu Xiaoyang Zhou Dariush Lotfi Reza Safdari Antanas Kascenas Alison O'Neil Dennis Eschweiler Johannes Stegmaier Yanping Cui Baocai Yin Kailin Chen Xinmei Tian Philipp Grüning Erhardt Barth Elad Arbel Itay Remer Amir Ben-Dor Ekaterina Sirazitdinova Matthias Kohl Stefan Braunewell Yuexiang Li Xinpeng Xie Linlin Shen Jun Ma Krishanu Das Baksi Mohammad Azam Khan Jaegul Choo Adrián Colomer Valery Naranjo Linmin Pei Khan M. Iftekharuddin Kaushiki Roy Debotosh Bhattacharjee Aníbal Pedraza Maria Gloria Bueno Sabarinathan Devanathan Saravanan Radhakrishnan Praveen Koduganty Zihan Wu Guanyu Cai Xiaojie Liu Yuqin Wang Amit Sethi
Algorithms and Analyses for Joint Spectral Image Reconstruction in Y-90 Bremsstrahlung SPECT.Se Young Chun Minh Phuong Nguyen Thanh Quoc Phan Hanvit Kim Jeffrey A. Fessler Yuni K. Dewaraja
A Spatio-Temporal Ageing Atlas of the Proximal Femur.Mohsen Farzi Jose M. Pozo Eugene V. McCloskey Richard Eastell Nicholas Harvey J. Mark Wilkinson Alejandro F. Frangi
Generalized MPI Multi-Patch Reconstruction Using Clusters of Similar System Matrices.Marija Boberg Tobias Knopp Patryk Szwargulski Martin Möddel
3D Shape Modeling and Analysis of Retinal Microvasculature in OCT-Angiography Images.Jiong Zhang Yuchuan Qiao Mona Sharifi Sarabi Maziyar M. Khansari Jin-Kyu Gahm Amir H. Kashani Yonggang Shi
Induced-Current Learning Method for Nonlinear Reconstructions in Electrical Impedance Tomography. Modified U-Net (mU-Net) With Incorporation of Object-Dependent High Level Features for Improved Liver and Liver-Tumor Segmentation in CT Images.Hyunseok Seo Charles W. Huang Maxime Bassenne Ruoxiu Xiao Lei Xing
Guided Soft Attention Network for Classification of Breast Cancer Histopathology Images. Breast Cancer: Model Reconstruction and Image Registration From Segmented Deformed Image Using Visual and Force Based Analysis.Volume 39, Number 4, April 2020
Philipp Seeböck José Ignacio Orlando Thomas Schlegl Sebastian M. Waldstein Hrvoje Bogunovic Sophie Klimscha Georg Langs Ursula Schmidt-Erfurth
Point-Cloud Method for Automated 3D Coronary Tree Reconstruction From Multiple Non-Simultaneous Angiographic Projections.Abhirup Banerjee Francesca Galassi Ernesto Zacur Giovanni Luigi De Maria Robin Choudhury Vicente Grau
MoDL-MUSSELS: Model-Based Deep Learning for Multishot Sensitivity-Encoded Diffusion MRI.Hemant Kumar Aggarwal Merry P. Mani Mathews Jacob
Visual Correspondences for Unsupervised Domain Adaptation on Electron Microscopy Images.Róger Bermúdez-Chacón Okan Altingövde Carlos J. Becker Mathieu Salzmann Pascal Fua
Partial Policy-Based Reinforcement Learning for Anatomical Landmark Localization in 3D Medical Images. Development and Assessment of a New Global Mammographic Image Feature Analysis Scheme to Predict Likelihood of Malignant Cases.Morteza Heidari Seyedehnafiseh Mirniaharikandehei Wei Liu Alan B. Hollingsworth Hong Liu Bin Zheng
DECT-MULTRA: Dual-Energy CT Image Decomposition With Learned Mixed Material Models and Efficient Clustering.Zhipeng Li Saiprasad Ravishankar Yong Long Jeffrey A. Fessler
Fetal Congenital Heart Disease Echocardiogram Screening Based on DGACNN: Adversarial One-Class Classification Combined with Video Transfer Learning.Yuxin Gong Yingying Zhang Haogang Zhu Jing Lv Qian Cheng Hongjia Zhang Yihua He Shuliang Wang
DeepBranch: Deep Neural Networks for Branch Point Detection in Biomedical Images.Yinghui Tan Min Liu Weixun Chen Xueping Wang Hanchuan Peng Yaonan Wang
Deep Neural Networks Improve Radiologists' Performance in Breast Cancer Screening.Nan Wu Jason Phang Jungkyu Park Yiqiu Shen Zhe Huang Masha Zorin Stanislaw Jastrzebski Thibault Févry Joe Katsnelson Eric Kim Stacey Wolfson Ujas Parikh Sushma Gaddam Leng Leng Young Lin Kara Ho Joshua D. Weinstein Beatriu Reig Yiming Gao Hildegard Toth Kristine Pysarenko Alana Lewin Jiyon Lee Krystal Airola Eralda Mema Stephanie Chung Esther Hwang Naziya Samreen S. Gene Kim Laura Heacock Linda Moy Kyunghyun Cho Krzysztof J. Geras
Missing MRI Pulse Sequence Synthesis Using Multi-Modal Generative Adversarial Network. Spatial Compounding of Volumetric Data Enables Freehand Optoacoustic Angiography of Large-Scale Vascular Networks.Nikolaus Knauer Xosé-Luís Dean-Ben Daniel Razansky
Noise Adaptation Generative Adversarial Network for Medical Image Analysis.Tianyang Zhang Jun Cheng Huazhu Fu Zaiwang Gu Yuting Xiao Kang Zhou Shenghua Gao Rui Zheng Jiang Liu
A Reconfigurable Platform for Magnetic Resonance Data Acquisition and Processing.Josip Marjanovic Jonas Reber David O. Brunner Maria Engel Lars Kasper Benjamin E. Dietrich Laetitia Vionnet Klaas P. Pruessmann
Software-Based Phase Control, Video-Rate Imaging, and Real-Time Mosaicing With a Lissajous-Scanned Confocal Microscope.Nathan O. Loewke Zhen Qiu Michael J. Mandella Robert E. Frederking Adrienne Loewke Lisa A. Gunaydin Eben L. Rosenthal Christopher H. Contag Olav Solgaard
Spatio-Temporal Convolutional LSTMs for Tumor Growth Prediction by Learning 4D Longitudinal Patient Data.Ling Zhang Le Lu Xiaosong Wang Robert Zhu Mohammadhadi Bagheri Ronald M. Summers Jianhua Yao
Higher Order Spherical Harmonics Reconstruction of Fetal Diffusion MRI With Intensity Correction.Maria Deprez Anthony Price Daan Christiaens Georgia Lockwood Estrin Lucilio Cordero-Grande Jana Hutter Alessandro Daducci Jacques-Donald Tournier Mary A. Rutherford Serena J. Counsell Meritxell Bach Cuadra Joseph V. Hajnal
Deconvolution of Sustained Neural Activity From Large-Scale Calcium Imaging Data.Younes Farouj Fikret Isik Karahanoglu Dimitri Van De Ville
A Magnetic Resonance Imaging Surface Coil Transceiver Employing a Metasurface for 1.5T Applications.Ismail Issa Kenneth Lee Ford Madhwesha Rao Jim M. Wild
Low Rank and Sparse Decomposition of Ultrasound Color Flow Images for Suppressing Clutter in Real-Time.Md Ashikuzzaman Clyde J. Belasso Md. Golam Kibria Andreas Bergdahl Claudine Joëlle Gauthier Hassan Rivaz
Comparison of Objective Image Quality Metrics to Expert Radiologists' Scoring of Diagnostic Quality of MR Images.Allister Mason James Rioux Sharon E. Clarke Andreu Costa Matthias Schmidt Valerie Keough Thien Huynh Steven D. Beyea
Deep Unfolded Robust PCA With Application to Clutter Suppression in Ultrasound.Oren Solomon Regev Cohen Yi Zhang Yi Yang Qiong He Jianwen Luo Ruud J. G. van Sloun Yonina C. Eldar
Rapid Three-Dimensional Photoacoustic Imaging Reconstruction for Irregularly Layered Heterogeneous Media.Haoran Jin Ruochong Zhang Siyu Liu Yuanjin Zheng
Automated Muscle Segmentation from Clinical CT Using Bayesian U-Net for Personalized Musculoskeletal Modeling.Yuta Hiasa Yoshito Otake Masaki Takao Takeshi Ogawa Nobuhiko Sugano Yoshinobu Sato
In Vivo Demonstration of Photoacoustic Image Guidance and Robotic Visual Servoing for Cardiac Catheter-Based Interventions.Michelle Graham Fabrizio Assis Derek Allman Alycen Wiacek Eduardo A. Gonzalez Mardava Gubbi Jinxin Dong Huayu Hou Sarah Beck Jonathan Chrispin Muyinatu A. Lediju Bell
Joint T1 and T2 Mapping With Tiny Dictionaries and Subspace-Constrained Reconstruction.Volkert Roeloffs Martin Uecker Jens Frahm
An In-Bore Receiver for Magnetic Resonance Imaging.Jonas Reber Josip Marjanovic David O. Brunner Andreas Port Thomas Schmid Benjamin E. Dietrich Urs Moser Christoph Barmet Klaas P. Pruessmann
Stacked Bidirectional Convolutional LSTMs for Deriving 3D Non-Contrast CT From Spatiotemporal 4D CT.Sil C. van de Leemput Mathias Prokop Bram van Ginneken Rashindra Manniesing
Super Wide-Field Photoacoustic Microscopy of Animals and Humans In Vivo.Jin Woo Baik Jin Young Kim Seonghee Cho Seongwook Choi Jongbeom Kim Chulhong Kim
Spatial Auto-Regressive Analysis of Correlation in 3-D PET With Application to Model-Based Simulation of Data.Jian Huang Tian Mou Kevin O'Regan Finbarr O'Sullivan
Estimation of Crystal Timing Properties and Efficiencies for the Improvement of (Joint) Maximum-Likelihood Reconstructions in TOF-PET.Ahmadreza Rezaei Georg Schramm Koen Van Laere Johan Nuyts
Comparison of NIR Versus SWIR Fluorescence Image Device Performance Using Working Standards Calibrated With SI Units.Banghe Zhu Sunkuk Kwon John C. Rasmussen Maritoni Litorja Eva M. Sevick-Muraca
Microwave Imaging of Breast Tumor Using Time-Domain UWB Circular-SAR Technique.Daniel Oloumi Robert S. C. Winter Atefeh Kordzadeh Pierre Boulanger Karumudi Rambabu
Imaging Magnetic Nanoparticle Distributions by Atomic Magnetometry-Based Susceptometry.Simone Colombo Victor Lebedev Alexey Tonyushkin Simone Pengue Antoine Weis
Lung 4D CT Image Registration Based on High-Order Markov Random Field.Peng Xue Enqing Dong Huizhong Ji
A 3D Spatially Weighted Network for Segmentation of Brain Tissue From MRI.Liyan Sun Wenao Ma Xinghao Ding Yue Huang Dong Liang John W. Paisley
Fast Approximation of EEG Forward Problem and Application to Tissue Conductivity Estimation.Kostiantyn Maksymenko Maureen Clerc Théodore Papadopoulo
Deep Learning Diffuse Optical Tomography.Jae Jun Yoo Sohail Sabir Duchang Heo Kee Hyun Kim Abdul Wahab Yoonseok Choi Seul-I Lee Eun Young Chae Hak Hee Kim Young Min Bae Young-Wook Choi Seungryong Cho Jong Chul Ye
Deeply-Supervised Networks With Threshold Loss for Cancer Detection in Automated Breast Ultrasound.Yi Wang Na Wang Min Xu Junxiong Yu Chenchen Qin Xiao Luo Xin Yang Tianfu Wang Anhua Li Dong Ni
Classification of Volumetric Images Using Multi-Instance Learning and Extreme Value Theorem.Ruwan B. Tennakoon Gerda Bortsova Silas Nyboe Ørting Amirali K. Gostar Mathilde M. W. Wille Zaigham Saghir Reza Hoseinnezhad Marleen de Bruijne Alireza Bab-Hadiashar
Shift-Invariant Canonical Polyadic Decomposition of Complex-Valued Multi-Subject fMRI Data With a Phase Sparsity Constraint.Li-Dan Kuang Qiu-Hua Lin Xiao-Feng Gong Fengyu Cong Yu-Ping Wang Vince D. Calhoun
Analytic Determination of Rectangular-Pinhole Sensitivity With Penetration.Scott D. Metzler Stephen C. Moore
mDixon-Based Synthetic CT Generation for PET Attenuation Correction on Abdomen and Pelvis Jointly Using Transfer Fuzzy Clustering and Active Learning-Based Classification.Pengjiang Qian Yangyang Chen Jung-Wen Kuo Yu-Dong Zhang Yizhang Jiang Kaifa Zhao Rose Al Helo Harry Friel Atallah Baydoun Feifei Zhou Jin Uk Heo Norbert Avril Karin Herrmann Rodney J. Ellis Bryan J. Traughber Robert S. Jones Shitong Wang Kuan-Hao Su Raymond F. Muzic Jr.
Volume 39, Number 3, March 2020
Bertram J. Wilm Benjamin E. Dietrich Jonas Reber S. Johanna Vannesjo Klaas P. Pruessmann
Automatic Pulmonary Nodule Detection in CT Scans Using Convolutional Neural Networks Based on Maximum Intensity Projection.Sunyi Zheng Jiapan Guo Xiaonan Cui Raymond N. J. Veldhuis Matthijs Oudkerk Peter M. A. van Ooijen
One-Shot Generative Adversarial Learning for MRI Segmentation of Craniomaxillofacial Bony Structures.Xu Chen James J. Xia Dinggang Shen Chunfeng Lian Li Wang Hannah H. Deng Steve H. Fung Dong Nie Kim-Han Thung Pew-Thian Yap Jaime Gateno
Evaluation of MRI to Ultrasound Registration Methods for Brain Shift Correction: The CuRIOUS2018 Challenge.Yiming Xiao Andreas Maier Wolfgang Wein Roozbeh Shams Samuel Kadoury David Drobny Marc Modat Ingerid Reinertsen Hassan Rivaz Matthieu Chabanas Maryse Fortin Inês Machado Yangming Ou Mattias P. Heinrich Julia A. Schnabel Xia Zhong
VVBP-Tensor in the FBP Algorithm: Its Properties and Application in Low-Dose CT Reconstruction.Xi Tao Hua Zhang Yongbo Wang Gang Yan Dong Zeng Wufan Chen Jianhua Ma
Boundary-Weighted Domain Adaptive Neural Network for Prostate MR Image Segmentation. Simultaneous Multi-VENC and Simultaneous Multi-Slice Phase Contrast Magnetic Resonance Imaging.Suhyung Park Liyong Chen Jennifer D. Townsend Hyunyeol Lee David A. Feinberg
SPULTRA: Low-Dose CT Image Reconstruction With Joint Statistical and Learned Image Models.Siqi Ye Saiprasad Ravishankar Yong Long Jeffrey A. Fessler
Multi-Task Deep Model With Margin Ranking Loss for Lung Nodule Analysis.Lihao Liu Qi Dou Hao Chen Jing Qin Pheng-Ann Heng
Spatio-Temporal Deep Learning-Based Undersampling Artefact Reduction for 2D Radial Cine MRI With Limited Training Data.Andreas Kofler Marc Dewey Tobias Schaeffter Christian Wald Christoph Kolbitsch
Bi-Linear Modeling of Data Manifolds for Dynamic-MRI Recovery.Gaurav N. Shetty Konstantinos Slavakis Abhishek Bose Ukash Nakarmi Gesualdo Scutari Leslie Ying
Coincidence Counters for Charge Sharing Compensation in Spectroscopic Photon Counting Detectors. Joint RElaxation-Diffusion Imaging Moments to Probe Neurite Microstructure.Lipeng Ning Borjan A. Gagoski Filip Szczepankiewicz Carl-Fredrik Westin Yogesh Rathi
Estimating Aggregate Cardiomyocyte Strain Using In Vivo Diffusion and Displacement Encoded MRI.Ilya A. Verzhbinsky Luigi E. Perotti Kévin Moulin Tyler E. Cork Michael Loecher Daniel B. Ennis
Identifying Autism Spectrum Disorder With Multi-Site fMRI via Low-Rank Domain Adaptation.Mingliang Wang Daoqiang Zhang Jiashuang Huang Pew-Thian Yap Dinggang Shen Mingxia Liu
ADN: Artifact Disentanglement Network for Unsupervised Metal Artifact Reduction.Haofu Liao Wei-An Lin S. Kevin Zhou Jiebo Luo
Coupled Dictionary Learning for Multi-Contrast MRI Reconstruction.Pingfan Song Lior Weizman João F. C. Mota Yonina C. Eldar Miguel R. D. Rodrigues
Analyzing Dynamical Brain Functional Connectivity as Trajectories on Space of Covariance Matrices.Mengyu Dai Zhengwu Zhang Anuj Srivastava
Automatic, Age Consistent Reconstruction of the Corpus Callosum Guided by Coherency From In Utero Diffusion-Weighted MRI.David Hunt Manjiri Dighe Chris Gatenby Colin Studholme
An On-Board Spectral-CT/CBCT/SPECT Imaging Configuration for Small-Animal Radiation Therapy Platform: A Monte Carlo Study. Spectral Differential Phase Contrast X-Ray Radiography.Korbinian Mechlem Thorsten Sellerer Manuel Viermetz Julia Herzen Franz Pfeiffer
Robust Empirical Bayesian Reconstruction of Distributed Sources for Electromagnetic Brain Imaging.Chang Cai Mithun Diwakar Dan Chen Kensuke Sekihara Srikantan S. Nagarajan
Future-State Predicting LSTM for Early Surgery Type Recognition.Siddharth Kannan Gaurav Yengera Didier Mutter Jacques Marescaux Nicolas Padoy
Constrained Magnetic Resonance Spectroscopic Imaging by Learning Nonlinear Low-Dimensional Models.Volume 39, Number 2, February 2020
Zhenghan Fang Yong Chen Mingxia Liu Lei Xiang Qian Zhang Qian Wang Weili Lin Dinggang Shen
Cytokeratin-Supervised Deep Learning for Automatic Recognition of Epithelial Cells in Breast Cancers Stained for ER, PR, and Ki-67.Mira Valkonen Jorma Isola Onni Ylinen Ville Muhonen Anna Saxlin Teemu Tolonen Matti Nykter Pekka Ruusuvuori
Dynamic In Vivo X-ray Fluorescence Imaging of Gold in Living Mice Exposed to Gold Nanoparticles.Seongmoon Jung Taeyun Kim Wooseung Lee Hyejin Kim Hyun Suk Kim Hyung Jun Im Sung-Joon Ye
Recurrent Saliency Transformation Network for Tiny Target Segmentation in Abdominal CT Scans.Lingxi Xie Qihang Yu Yuyin Zhou Yan Wang Elliot K. Fishman Alan L. Yuille
Reducing the Hausdorff Distance in Medical Image Segmentation With Convolutional Neural Networks.Davood Karimi Septimiu E. Salcudean
Estimating Dynamic Functional Brain Connectivity With a Sparse Hidden Markov Model.Gemeng Zhang Biao Cai Aiying Zhang Julia M. Stephen Tony W. Wilson Vince D. Calhoun Yu-Ping Wang
Deep Learning of Static and Dynamic Brain Functional Networks for Early MCI Detection.Tae-Eui Kam Han Zhang Zhicheng Jiao Dinggang Shen
Simultaneous Photoacoustic Imaging and Cavitation Mapping in Shockwave Lithotripsy.Mucong Li Junjie Yao Bangxin Lan Georgii Sankin Yuan Zhou Wei Liu Jun Xia Depeng Wang Gregg E. Trahey Pei Zhong
Skin Surface Detection in 3D Optoacoustic Mesoscopy Based on Dynamic Programming.Suhanyaa Nitkunanantharajah Guillaume Zahnd Malini Olivo Nassir Navab Pouyan Mohajerani Vasilis Ntziachristos
3D APA-Net: 3D Adversarial Pyramid Anisotropic Convolutional Network for Prostate Segmentation in MR Images.Haozhe Jia Yong Xia Yang Song Donghao Zhang Heng Huang Yanning Zhang Weidong Cai
Automatic Cataract Classification Using Deep Neural Network With Discrete State Transition. 3D Neuron Reconstruction in Tangled Neuronal Image With Deep Networks. A Large-Scale Database and a CNN Model for Attention-Based Glaucoma Detection.Liu Li Mai Xu Hanruo Liu Yang Li Xiaofei Wang Lai Jiang Zulin Wang Xiang Fan Ningli Wang
Real-Time Dense Reconstruction of Tissue Surface From Stereo Optical Video.Haoyin Zhou Jayender Jagadeesan
Vertebrae Identification and Localization Utilizing Fully Convolutional Networks and a Hidden Markov Model.Yizhi Chen Yunhe Gao Kang Li Liang Zhao Jun Zhao
k-Space Deep Learning for Accelerated MRI.Yoseob Han Leonard Sunwoo Jong Chul Ye
Use of a Tracer-Specific Deep Artificial Neural Net to Denoise Dynamic PET Images.Ivan S. Klyuzhin Ju-Chieh Cheng Connor Bevington Vesna Sossi
Joint Bayesian-Incorporating Estimation of Multiple Gaussian Graphical Models to Study Brain Connectivity Development in Adolescence.Aiying Zhang Biao Cai Wenxing Hu Bochao Jia Faming Liang Tony W. Wilson Julia M. Stephen Vince D. Calhoun Yu-Ping Wang
Retinal Vascular Network Topology Reconstruction and Artery/Vein Classification via Dominant Set Clustering.Yitian Zhao Yonghuai Liu Jianyang Xie Huaizhong Zhang Yalin Zheng Yifan Zhao Hong Qi Yangchun Zhao Pan Su Jiang Liu
Specular Reflections Removal for Endoscopic Image Sequences With Adaptive-RPCA Decomposition.Ranyang Li Junjun Pan Yaqing Si Bin Yan Yong Hu Hong Qin
Kinetic Modeling of Hyperpolarized Carbon-13 Pyruvate Metabolism in the Human Brain.Daniele Mammoli Lucas Carvajal James B. Slater Robert Bok Jason C. Crane Duan Xu Susan M. Chang Daniel B. Vigneron Jeremy W. Gordon Adam Autry Peder E. Z. Larson Yan Li Hsin-Yu Chen Brian Chung Peter Shin Mark Van Criekinge
Orientation Prior and Consistent Model Selection Increase Sensitivity of Tract-Based Spatial Statistics in Crossing-Fiber Regions.Georgius A. M. Arkesteijn Dirk H. J. Poot Mohammad Arfan Ikram Wiro J. Niessen Lucas J. van Vliet Meike W. Vernooij Frans M. Vos
An Improved Method of Total Variation Superiorization Applied to Reconstruction in Proton Computed Tomography.Blake Schultze Yair Censor Paniz Karbasi Keith E. Schubert Reinhard W. Schulte
Model-Based Chemical Exchange Saturation Transfer MRI for Robust z-Spectrum Analysis.Hoonjae Lee Julius Juhyun Chung Joonyeol Lee Seong-Gi Kim Jae-Ho Han Jaeseok Park
Keypoint Transfer for Fast Whole-Body Segmentation.Christian Wachinger Matthew Toews Georg Langs William M. Wells III Polina Golland
Volume 39, Number 1, January 2020
Iason Zacharias Apostolakis Grigorios Marios Karageorgos Pierre Nauleau Sacha D. Nandlall Elisa E. Konofagou
Spectrum Estimation-Guided Iterative Reconstruction Algorithm for Dual Energy CT.Shaojie Chang Mengfei Li Hengyong Yu Xi Chen Shiwo Deng Peng Zhang Xuanqin Mou
Automated Deformation-Based Analysis of 3D Optical Coherence Tomography in Diabetic Retinopathy.Maziyar M. Khansari Jiong Zhang Yuchuan Qiao Jin-Kyu Gahm Mona Sharifi Sarabi Amir H. Kashani Yonggang Shi
Extending the Hybrid Surgical Guidance Concept With Freehand Fluorescence Tomography.Matthias N. van Oosterom Henk G. van der Poel Fijs W. B. van Leeuwen Philippa Meershoek Mick M. Welling Francisco Pinto Philipp Matthies Hervé Simon Thomas Wendler Nassir Navab Cornelis J. H. van de Velde
A Signal Acquisition Setup for Ultrashort Echo Time Imaging Operating in Parallel on Unmodified Clinical MRI Scanners Achieving an Acquisition Delay of 3µs.Michael Eder Andreas Horneff Jan Paul Alexander Storm Arthur Wunderlich Erich Hell Johannes Ulrici Jens Anders Volker Rasche
Co-Learning Feature Fusion Maps From PET-CT Images of Lung Cancer.Ashnil Kumar Michael J. Fulham Dagan Feng Jinman Kim
CT Super-Resolution GAN Constrained by the Identical, Residual, and Cycle Learning Ensemble (GAN-CIRCLE).Chenyu You Wenxiang Cong Michael W. Vannier Punam K. Saha Eric A. Hoffman Ge Wang Guang Li Yi Zhang Xiaoliu Zhang Hongming Shan Mengzhou Li Shenghong Ju Zhen Zhao Zhuiyang Zhang
Integral MR-EPT With the Calculation of Coil Current Distributions.Lei Guo Mingyan Li Phong Nguyen Feng Liu Stuart Crozier
Robust Multi-View 2-D/3-D Registration Using Point-To-Plane Correspondence Model.Roman Schaffert Jian Wang Peter Fischer Andreas Maier Anja Borsdorf
Probabilistic Graphical Models for Dynamic PET: A Novel Approach to Direct Parametric Map Estimation and Image Reconstruction.Michele Scipioni Stefano Pedemonte Maria Filomena Santarelli Luigi Landini
Scatter Correction Based on GPU-Accelerated Full Monte Carlo Simulation for Brain PET/MRI.Bo Ma Hancong Xu Mirjam Lenz Uwe Pietrzyk Nadim Joni Shah Michaela Gaens Liliana Caldeira Julien Bert Philipp Lohmann Lutz Tellmann Christoph W. Lerche Jürgen Scheins Elena Rota Kops
A Partially-Learned Algorithm for Joint Photo-acoustic Reconstruction and Segmentation.Yoeri E. Boink Srirang Manohar Christoph Brune
Direct List Mode Parametric Reconstruction for Dynamic Cardiac SPECT.Luyao Shi Yihuan Lu Jing Wu Jean-Dominique Gallezot Nabil Boutagy Stephanie Thorn Albert J. Sinusas Richard E. Carson Chi Liu
Simplified Statistical Image Reconstruction for X-ray CT With Beam-Hardening Artifact Compensation.Mónica Abella Cristóbal Martinez Manuel Desco Juan José Vaquero Jeffrey A. Fessler
Integrative Analysis of Pathological Images and Multi-Dimensional Genomic Data for Early-Stage Cancer Prognosis.Wei Shao Kun Huang Zhi Han Jun Cheng Liang Cheng Tongxin Wang Liang Sun Zixiao Lu Jie Zhang Daoqiang Zhang
Exploiting Epistemic Uncertainty of Anatomy Segmentation for Anomaly Detection in Retinal OCT.Philipp Seeböck José Ignacio Orlando Thomas Schlegl Sebastian M. Waldstein Hrvoje Bogunovic Sophie Klimscha Georg Langs Ursula Schmidt-Erfurth
PET Reconstruction With Non-Negativity Constraint in Projection Space: Optimization Through Hypo-Convergence.Alexandre Bousse Matias Courdurier Élise Émond Kris Thielemans Brian F. Hutton Pablo Irarrazaval Dimitris Visvikis
Focus Quality Assessment of High-Throughput Whole Slide Imaging in Digital Pathology.Mahdi S. Hosseini Jasper A. Z. Brawley-Hayes Yueyang Zhang Lyndon Chan Konstantinos N. Plataniotis Savvas Damaskinos
Automatic Change Detection in Sparse Repeat CT Scanning. Framework for Photon Counting Quantitative Material Decomposition.Mikael A. K. Juntunen Satu I. Inkinen Juuso H. Ketola Antti Kotiaho Matti Kauppinen Alexander Winkler Miika T. Nieminen
Joint-Connectivity-Based Sparse Canonical Correlation Analysis of Imaging Genetics for Detecting Biomarkers of Parkinson's Disease.Mansu Kim Ji Hye Won Jinyoung Youn Hyunjin Park
Benefits of Using a Spatially-Variant Penalty Strength With Anatomical Priors in PET Reconstruction.Yu-Jung Tsai Georg Schramm Sangtae Ahn Alexandre Bousse Simon R. Arridge Johan Nuyts Brian F. Hutton Charles W. Stearns Kris Thielemans
Automated Classification of Apoptosis in Phase Contrast Microscopy Using Capsule Network.Aryan Mobiny Hengyang Lu Hien Van Nguyen Badrinath Roysam Navin Varadarajan