HealthML / ContIG
This is the official implementation of the method ContIG, for self-supervised learning from medical imaging with genomics
☆50Updated 2 years ago
Related projects ⓘ
Alternatives and complementary repositories for ContIG
- ☆28Updated last year
- Transparent medical image AI via an image–text foundation model grounded in medical literature☆50Updated 5 months ago
- ☆28Updated 3 years ago
- [MICCAI 2023 Oral] The official code of "Pathology-and-genomics Multimodal Transformer for Survival Outcome Prediction" (top 9%)☆77Updated last month
- CoNIC Challenge☆60Updated 9 months ago
- PyTorch implementation of GCMAE☆34Updated 4 months ago
- Region-guided CycleGANs for stain transfer☆15Updated last year
- A collection of self-supervised papers in medical imaging.☆39Updated 3 years ago
- [ECCV2022&TPAMI] Official pytorch implementation of UniMiSS & UniMiSS+☆58Updated 2 weeks ago
- ☆33Updated 4 months ago
- Improving Representation Learning for Histopathologic Images with Cluster Constraints☆16Updated 10 months ago
- ☆29Updated 4 months ago
- Self-Supervised Vision Mamba for Histopathology Images [CVPR2024]☆42Updated 3 months ago
- The source code of 'Diagnose Like A Pathologist: Weakly-Supervised Pathologist-Tree Network for Slide-Level Immunohistochemical Scoring' …☆24Updated 3 years ago
- Training foundational medical imaging models using multi-task learning.☆19Updated 4 months ago
- Visual Language Pretrained Multiple Instance Zero-Shot Transfer for Histopathology Images - CVPR 2023☆93Updated last year
- Deep learning enabled assessment of cardiac allograft rejection from endomyocardial biopsies- Nature Medicine☆28Updated 2 years ago
- [CVPR'23] Histopathology Whole Slide Image Analysis with Heterogeneous Graph Representation Learning☆74Updated last year
- [MICCAI'23] HIGT: Hierarchical Interaction Graph-Transformer for Whole Slide Image Analysis☆30Updated 2 months ago
- The repository contains a simple pipeline for training Nuclei Segmentation Datasets of Histopathology Images.☆28Updated last year
- ☆38Updated last year
- Official code for "Self-Supervised driven Consistency Training for Annotation Efficient Histopathology Image Analysis" Published in Medic…☆62Updated 2 years ago
- Deep learning-based multimodal integration of histology and genomics to improves cancer origin prediction☆19Updated last year
- A graph-transformer for whole slide image classification☆151Updated 5 months ago
- Official Code Release for "Adapting Pre-trained Vision Transformers from 2D to 3D through Weight Inflation Improves Medical Image Segment…☆45Updated last year
- ☆43Updated 2 years ago
- ☆24Updated 2 years ago
- Learning domain-agnostic visual representation for computational pathology using medically-irrelevant style transfer augmentation☆23Updated 3 years ago
- The code for Kernel attention transformer (KAT)☆30Updated 5 months ago
- Bayesian Inference of Slide-level Confidence via Uncertainty Index Thresholding☆27Updated 2 months ago