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

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

Snipe: highly sensitive pathogen detection from metagenomic sequencing data

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

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

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

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

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

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

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

Boundary-Aware Transformers for Skin Lesion Segmentation

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

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

Cross-Domain Landmarks Detection in Mitral Regurgitation

CT-Guided Survival Prediction of Esophageal Cancer