Oncology | Radiology 3-D RoI-Aware U-Net for Accurate and Efficient Colorectal Tumor Segmentation. April 5, 2020
Radiology MS-Net: Multi-Site Network for Improving Prostate Segmentation with Heterogeneous MRI Data. February 20, 2020
Computer Vision | Surgery Multi-task recurrent convolutional network with correlation loss for surgical video analysis. October 24, 2019
Pathology Weakly Supervised Deep Learning for Whole Slide Lung Cancer Image Analysis. September 4, 2019
Radiation Oncology | Radiology Deep Learning for Automated Contouring of Primary Tumor Volumes by MRI for Nasopharyngeal Carcinoma. May 22, 2019
Orthopedics | Radiology 3D multi-scale FCN with random modality voxel dropout learning for Intervertebral Disc Localization and Segmentation from Multi-modality MR Images. May 6, 2019
Pathology MILD-Net: Minimal information loss dilated network for gland instance segmentation in colon histology images. April 22, 2019
Radiology Weakly supervised 3D deep learning for breast cancer classification and localization of the lesions in MR images. March 29, 2019
Pathology Fast ScanNet: Fast and Dense Analysis of Multi-Gigapixel Whole-Slide Images for Cancer Metastasis Detection. January 10, 2019
Medical Imaging | Neurology | Radiology VoxResNet: Deep voxelwise residual networks for brain segmentation from 3D MR images. December 11, 2018
Radiology 3D deeply supervised network for automated segmentation of volumetric medical images. December 2, 2018
Pathology DCAN: Deep contour-aware networks for object instance segmentation from histology images. December 2, 2018