TencentAILabHealthcare / Few-shot-WSI
☆23Updated 2 years ago
Related projects: ⓘ
- Official PyTorch implementation of our NeurIPS 2022 paper: Weakly Supervised Knowledge Distillation for Whole Slide Image Classification☆56Updated 7 months ago
- ☆18Updated 2 years ago
- S5CL: Unifying Fully-Supervised, Self-Supervised, and Semi-Supervised Learning Through Hierarchical Contrastive Learning☆17Updated last year
- ☆28Updated last year
- [ECCV2022&TPAMI] Official pytorch implementation of UniMiSS & UniMiSS+☆53Updated last month
- PyTorch implementation of GCMAE☆32Updated 2 months ago
- MICCAI2021 Paper: Self-supervised visual representation learning for histopathological images☆26Updated 2 years ago
- MICCAI 2022: Online Easy Example Mining for Weakly-supervised Gland Segmentation from Histology Images☆33Updated last year
- Domain generalization benchmark for skin lesion recognition, MICCAI 2023☆15Updated 7 months ago
- [IEEE TMI 2024] Pseudo-Bag Mixup Augmentation for Multiple Instance Learning-Based Whole Slide Image Classification☆36Updated last week
- vMFNet: Compositionality Meets Domain-generalised Segmentation☆16Updated 2 years ago
- ☆27Updated 2 years ago
- Improving Representation Learning for Histopathologic Images with Cluster Constraints☆16Updated 7 months ago
- Attention Based Deep 3D Multiple Instance Learning☆23Updated 4 years ago
- ☆11Updated this week
- Official PyTorch Implementation for CAiD: Context-Aware Instance Discrimination for Self-supervised Learning in Medical Imaging - MIDL 20…☆10Updated 2 years ago
- official pytorch implementation of PCRL☆75Updated 2 years ago
- IEEE TMI 2021☆16Updated last year
- [CVPR'23] Histopathology Whole Slide Image Analysis with Heterogeneous Graph Representation Learning☆66Updated last year
- Official implementation of "ScoreNet: Learning Non-Uniform Attention and Augmentation for Transformer-Based Histopathological Image Class…☆12Updated last year
- Instance-based Vision Transformer for Subtyping of Papillary Renal Cell Carcinoma in Histopathological Image-MICCAI 2021☆17Updated 8 months ago
- Multiple Instance Learning via Iterative Self-Paced Supervised Contrastive Learning (CVPR 2023)☆40Updated last year
- This is the official repo for the Liver Kidney Stomach dataset introduced in the paper: SOS: Selective Objective Switch for Rapid Immunof…☆16Updated 4 years ago
- This is the repository for the ICLR2023 accepted paper -- Medical Image Understanding With Pretrained VLM☆29Updated last year
- The code for Kernel attention transformer (KAT)☆28Updated 3 months ago
- ☆18Updated this week
- ☆16Updated last year
- [MICCAI 2023] MDViT: Multi-domain Vision Transformer for Small Medical Image Segmentation Datasets (an official implementation)☆31Updated 8 months ago
- Official implementation of our paper "Self-Supervised Pretraining for 2D Medical Image Segmentation"☆42Updated 7 months ago
- ☆19Updated last year