Spatial-temporal Fusion Network for Fast Video Shadow Detection

Lesion Guided Explainable Few Weak-shot Medical Report Generation

Dual Multi-scale Mean Teacher Network for Semi-supervised Infection Segmentation in Chest CT Volume for COVID-19

UNet-2022: Exploring Dynamics in Non-isomorphic Architecture

The investigation of construction and clinical application of image recognition technology assisted bronchoscopy diagnostic model of lung cancer

Contrastive learning-guided multi-meta attention network for breast ultrasound video diagnosis

Development of a multi-scene universal multiple wavelet-FFT algorithm (MW-FFTA) for denoising motion artifacts in OCT-angiography in vivo imaging

CoCycleReg: Collaborative cycle-consistency method for multi-modal medical image registration

MASS: Modality-collaborative semi-supervised segmentation by exploiting cross-modal consistency from unpaired CT and MRI images

The Medical Segmentation Decathlon

Personalizing Federated Medical Image Segmentation via Local Calibration

A New Dataset and A Baseline Model for Breast Lesion Detection in Ultrasound Videos

Boost Supervised Pretraining for Visual Transfer Learning: Implications of Self-Supervised Contrastive Representation Learning

H2-MIL: Exploring Hierarchical Representation with Heterogeneous Multiple Instance Learning for Whole Slide Image Analysis

Separated Contrastive Learning for Organ-at-Risk and Gross-Tumor-Volume Segmentation with Limited Annotation

Deepfakes: A new threat to image fabrication in scientific publications?

LEARNING SHAPE PRIORS BY PAIRWISE COMPARISON FOR ROBUST SEMANTIC SEGMENTATION

CholecTriplet2021: A benchmark challenge for surgical action triplet recognition

Conquering Data Variations in Resolution: A Slice-Aware Multi-Branch Decoder Network

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

Current development and prospects of deep learning in spine image analysis: a literature review

Geometric Prior and Deep Learning Co-Supported Normal Estimation for Point Cloud

Two-Stage Segmentation Framework Based on Distance Transformation

Real-time landmark detection for precise endoscopic submucosal dissection via shape-aware relation network

Generalized radiograph representation learning via cross-supervision between images and free-text radiology reports

Lymph Node Metastasis Prediction From Whole Slide Images With Transformer-Guided Multiinstance Learning and Knowledge Transfer

Boundary-aware Pyramid Transformer for Polyp Segmentation

MSI: Strain-level pathogen detection from nanopore metagenomic sequencing data

Personalizing Federated Medical Image Segmentation via Local Calibration

Dual Multiscale Mean Teacher Network for Semi-Supervised Infection Segmentation in Chest CT Volume for COVID-19

MuRCL: Multi-Instance Reinforcement Contrastive Learning for Whole Slide Image Classification

Reinforcement Learning Driven Intra-modal and Inter-modal Representation Learning for 3D Medical Image Classification

A New Dataset and a Baseline Model for Breast Lesion Detection in Ultrasound Videos

Lesion Guided Explainable Few Weak-Shot Medical Report Generation

Spatial-Hierarchical Graph Neural Network with Dynamic Structure Learning for Histological Image Classification

SETMIL: Spatial Encoding Transformer-Based Multiple Instance Learning for Pathological Image Analysis

Clustering-Based Multi-instance Learning Network for Whole Slide Image Classification

GraVIS: Grouping Augmented Views From Independent Sources for Dermatology Analysis