Ophthalmology | Radiology Deep virtual adversarial self-training with consistency regularization for semi-supervised medical image classification. March 7, 2021
Cytology | Oncology | Pathology Dual-path network with synergistic grouping loss and evidence driven risk stratification for whole slide cervical image analysis. February 15, 2021
Medical Imaging | Radiology MMTLNet: Multi-Modality Transfer Learning Network with adversarial training for 3D whole heart segmentation. September 8, 2020
Computer Science | Surgery LRTD: long-range temporal dependency based active learning for surgical workflow recognition. June 26, 2020
Ophthalmology | Radiology Transformation-Consistent Self-Ensembling Model for Semisupervised Medical Image Segmentation. June 1, 2020
Ophthalmology Towards multi-center glaucoma OCT image screening with semi-supervised joint structure and function multi-task learning. May 22, 2020
Ophthalmology UD-MIL: Uncertainty-driven Deep Multiple Instance Learning for OCT Image Classification. April 5, 2020
Radiology MS-Net: Multi-Site Network for Improving Prostate Segmentation with Heterogeneous MRI Data. February 20, 2020
Radiology Channel-Unet: A Spatial Channel-Wise Convolutional Neural Network for Liver and Tumors Segmentation. December 12, 2019
Ophthalmology REFUGE Challenge: A unified framework for evaluating automated methods for glaucoma assessment from fundus photographs. October 24, 2019
Computer Vision | Surgery Multi-task recurrent convolutional network with correlation loss for surgical video analysis. October 24, 2019