Survival Prediction of Esophageal Cancer Using 3D Residual Autoencoder and Proportional Hazards Model

Dice-XMBD: Deep Learning-Based Cell Segmentation for Imaging Mass Cytometry

DEVELOPMENT OF AN AUTOMATIC SYSTEM TO FAST QUANTIFY MARKING AND INCISION DURING ENDOSCOPIC SUBMUCOSAL DISSECTION

A NEW COMPUTER-ASSISTED DIAGNOSIS SCORING SYSTEM BASED ON DEEP LEARNING FOR PREDICTING INFLAMMATORY ACTIVITY FROM PATIENTS WITH ULCERATIVE COLITIS

Snipe: highly sensitive pathogen detection from metagenomic sequencing data

Early neoplasia identification in Barrett's esophagus via attentive hierarchical aggregation and self-distillation

Evaluation and comparison of accurate automated spinal curvature estimation algorithms with spinal anterior-posterior X-Ray images: The AASCE2019 challenge

Comparative validation of multi-instance instrument segmentation in endoscopy: Results of the ROBUST-MIS 2019 challenge

LNDb challenge on automatic lung cancer patient management

RECIST-NET: LESION DETECTION VIA GROUPING KEYPOINTS ON RECIST-BASED ANNOTATION

STRONGLY SUPERVISED MITOSIS DETECTION IN BREAST HISTOPATHOLOGY IMAGES USING WEAK LABELS

LEARNING SHAPE PRIORS BY PAIRWISE COMPARISON FOR ROBUST SEMANTIC SEGMENTATION

Dual-path network with synergistic grouping loss and evidence driven risk stratification for whole slide cervical image analysis

Deep Sub-Region Network for Salient Object Detection

Efficient Global-Local Memory for Real-Time Instrument Segmentation of Robotic Surgical Video

Alternative Baselines for Low-Shot 3D Medical Image Segmentation-An Atlas Perspective

Multi-modal Multi-instance Learning Using Weakly Correlated Histopathological Images and Tabular Clinical Information

DT-MIL: Deformable Transformer for Multi-instance Learning on Histopathological Image

Boundary-Aware Transformers for Skin Lesion Segmentation

Unsupervised Representation Learning Meets Pseudo-Label Supervised Self-Distillation: A New Approach to Rare Disease Classification

Simultaneous Alignment and Surface Regression Using Hybrid 2D-3D Networks for 3D Coherent Layer Segmentation of Retina OCT Images

Cross-Domain Landmarks Detection in Mitral Regurgitation

CT-Guided Survival Prediction of Esophageal Cancer