A feature transfer enabled multi-task deep learning model on medical imaging

作者：

Highlights：

• Multi-task deep model for medical imaging-based applications.

• First fully automatic system handling detection, segmentation and classification.

• Cross-view feature transfer free of negative transferring issue.

摘要

•Multi-task deep model for medical imaging-based applications.•First fully automatic system handling detection, segmentation and classification.•Cross-view feature transfer free of negative transferring issue.

论文关键词：Multi-task deep learning,Object detection,Segmentation,Classification,Medical imaging analysis

论文评审过程：Received 3 June 2019, Revised 15 September 2019, Accepted 16 September 2019, Available online 17 September 2019, Version of Record 4 November 2019.

论文官网地址：https://doi.org/10.1016/j.eswa.2019.112957