mahmoodlab / MI-Zero
Visual Language Pretrained Multiple Instance Zero-Shot Transfer for Histopathology Images - CVPR 2023
☆93Updated last year
Related projects ⓘ
Alternatives and complementary repositories for MI-Zero
- Modeling Dense Multimodal Interactions Between Biological Pathways and Histology for Survival Prediction - CVPR 2024☆108Updated this week
- Transcriptomics-guided Slide Representation Learning in Computational Pathology - CVPR 2024☆83Updated last month
- Morphological Prototyping for Unsupervised Slide Representation Learning in Computational Pathology - CVPR 2024☆95Updated 2 months ago
- [MICCAI 2023 Oral] The official code of "Pathology-and-genomics Multimodal Transformer for Survival Outcome Prediction" (top 9%)☆77Updated last month
- ☆26Updated 2 years ago
- CVPR 2023 Highlight☆76Updated 7 months ago
- [ICCV 2023 Oral] Multiple Instance Learning Framework with Masked Hard Instance Mining for Whole Slide Image Classification☆63Updated this week
- ☆50Updated 2 months ago
- DAS-MIL: Distilling Across Scales for MILClassification of Histological WSIs☆47Updated last week
- This repo provides the pipeline of processing TCGA whole-slide images for downstream multiple instance learning.☆53Updated 5 months ago
- The official implementation of GPFM☆40Updated last week
- ViLa-MIL: Dual-scale Vision-Language Multiple Instance Learning for Whole Slide Image Classification (CVPR 2024)☆40Updated 4 months ago
- [CVPR'23] Histopathology Whole Slide Image Analysis with Heterogeneous Graph Representation Learning☆74Updated last year
- This is the official repository for our CVPR 2023 paper 'Task-Specific Fine-Tuning via Variational Information Bottleneck for Weakly-Supe…☆77Updated 7 months ago
- [MedIA 2024] The implementation of AdvMIL: Adversarial Multiple Instance Learning for the Survival Analysis on Whole-Slide Images☆31Updated last year
- RandStainNA: Simple and efficient augmentations for histology [MICCAI 2022]☆52Updated last year
- ZoomMIL is a multiple instance learning (MIL) method that learns to perform multi-level zooming for efficient Whole-Slide Image (WSI) cla…☆63Updated 2 years ago
- Context-Aware Survival Prediction using Patch-based Graph Convolutional Networks - MICCAI 2021☆127Updated 6 months ago
- Official Inplementation of 《WsiCaption: Multiple Instance Generation of Pathology Reports for Gigapixel Whole Slide Images》(MICCAI 2024 O…☆36Updated this week
- Multimodal Co-Attention Transformer for Survival Prediction in Gigapixel Whole Slide Images - ICCV 2021☆167Updated 2 years ago
- Multimodal prototyping for cancer survival prediction - ICML 2024☆55Updated 2 months ago
- ☆139Updated last year
- Attention-Challenging Multiple Instance Learning for Whole Slide Image Classification (ECCV2024)☆64Updated last month
- [MICCAI'23] HIGT: Hierarchical Interaction Graph-Transformer for Whole Slide Image Analysis☆30Updated 2 months ago
- ☆36Updated last year
- Official repository of Benchmarking Self-Supervised Learning on Diverse Pathology Datasets☆77Updated last year
- MuRCL: Multi-instance Reinforcement Contrastive Learning for Whole Slide Image Classification☆25Updated 2 years ago
- MADELEINE: multi-stain slide representation learning (ECCV'24)☆33Updated last month
- List of pathology feature extractors and foundation models☆61Updated last week
- [MICCAI 2024] Official Repo of "HistGen: Histopathology Report Generation via Local-Global Feature Encoding and Cross-modal Context Inter…☆41Updated last week