Volume 123, January 2022
Training radiomics-based CNNs for clinical outcome prediction: Challenges, strategies and findings.

Shuchao Pang Matthew Field Jason Dowling Shalini K. Vinod Lois Holloway Arcot Sowmya

A dual-layer context-based architecture for the detection of anomalous instructions sent to medical devices.

Tom Mahler Erez Shalom Yuval Elovici Yuval Shahar

Gene selection for microarray data classification via multi-objective graph theoretic-based method.

Mehrdad Rostami Saman Forouzandeh Kamal Berahmand Mina Soltani Meisam Shahsavari Mourad Oussalah

Continuous action deep reinforcement learning for propofol dosing during general anesthesia.

Gabriel Schamberg Marcus A. Badgeley Benyamin Meschede-Krasa Ohyoon Kwon Emery N. Brown

DI++: A deep learning system for patient condition identification in clinical notes.

Jinhe Shi Xiangyu Gao William C. Kinsman Chenyu Ha Guodong (Gordon) Gao Yi Chen

Mapping twenty years of antimicrobial resistance research trends.

Christian F. Luz J. Magnus van Niekerk Julia Keizer Nienke Beerlage-de Jong L. M. Annemarie Braakman-Jansen Alfred Stein Bhanu Sinha Julia Elisabeth Wilhelmina Cornelia van Gemert-Pijnen Corinna Glasner

Artificial intelligence (AI) in breast cancer care - leveraging multidisciplinary skills to improve care.

Maria João Cardoso Nehmat Houssami Giuseppe Pozzi Brigitte Séroussi

Missing data imputation on biomedical data using deeply learned clustering and L2 regularized regression based on symmetric uncertainty.

Gayathri Nagarajan L. D. Dhinesh Babu

Tetromino pattern based accurate EEG emotion classification model.

Türker Tuncer Sengül Dogan Mehmet Baygin U. Rajendra Acharya

ADHD classification using auto-encoding neural network and binary hypothesis testing.

Yibin Tang Jia Sun Chun Wang Yuan Zhong Aimin Jiang Gang Liu Xiaofeng Liu

Revealing traces of depression through personal statements analysis in social media.

Rosa María Ortega-Mendoza Delia Irazú Hernández Farías Manuel Montes-y-Gómez Luis Villaseñor Pineda