szc19990412 / TransMILLinks
TransMIL: Transformer based Correlated Multiple Instance Learning for Whole Slide Image Classification
☆403Updated last year
Alternatives and similar repositories for TransMIL
Users that are interested in TransMIL are comparing it to the libraries listed below
Sorting:
- DSMIL: Dual-stream multiple instance learning networks for tumor detection in Whole Slide Image☆421Updated last year
- ☆316Updated 2 months ago
- ☆156Updated last year
- Multimodal Co-Attention Transformer for Survival Prediction in Gigapixel Whole Slide Images - ICCV 2021☆204Updated 3 years ago
- Fusing Histology and Genomics via Deep Learning - IEEE TMI☆310Updated 2 years ago
- Context-Aware Survival Prediction using Patch-based Graph Convolutional Networks - MICCAI 2021☆148Updated last year
- Hierarchical Image Pyramid Transformer - CVPR 2022 (Oral)☆560Updated last year
- Vision-Language Pathology Foundation Model - Nature Medicine☆366Updated 2 months ago
- Attention-Challenging Multiple Instance Learning for Whole Slide Image Classification (ECCV2024)☆94Updated last month
- Toolkit for large-scale whole-slide image processing.☆231Updated 2 weeks ago
- Whole Slide Image segmentation with weakly supervised multiple instance learning on TCGA | MICCAI2020 https://arxiv.org/abs/2004.05024☆138Updated 3 years ago
- A graph-transformer for whole slide image classification☆165Updated 11 months ago
- Self-Supervised Vision Transformers Learn Visual Concepts in Histopathology (LMRL Workshop, NeurIPS 2021)☆140Updated 2 years ago
- Modeling Dense Multimodal Interactions Between Biological Pathways and Histology for Survival Prediction - CVPR 2024☆138Updated 6 months ago
- Pathology Foundation Model - Nature Medicine☆483Updated 2 months ago
- CellViT: Vision Transformers for Precise Cell Segmentation and Classification☆295Updated 2 months ago
- Open source tools for computational pathology - Nature BME☆1,334Updated last month
- Pathology Language and Image Pre-Training (PLIP) is the first vision and language foundation model for Pathology AI (Nature Medicine). PL…☆329Updated last year
- This is the official repository for our CVPR 2023 paper 'Task-Specific Fine-Tuning via Variational Information Bottleneck for Weakly-Supe…☆85Updated last year
- Simultaneous Nuclear Instance Segmentation and Classification in H&E Histology Images.☆603Updated last year
- CVPR 2023 Highlight☆88Updated last year
- [CVPR 2024] Feature Re-Embedding: Towards Foundation Model-Level Performance in Computational Pathology☆111Updated 8 months ago
- Python Whole Slide Image Preprocessing☆289Updated 2 years ago
- 将深度学习用于病理图像分析以及Openslide和OpenCV使用入門資料☆114Updated 2 years ago
- Contains codes of DeepAttnMISL in MEDIA'20☆58Updated 4 years ago
- Morphological Prototyping for Unsupervised Slide Representation Learning in Computational Pathology - CVPR 2024☆133Updated 3 months ago
- ☆102Updated last year
- ViLa-MIL: Dual-scale Vision-Language Multiple Instance Learning for Whole Slide Image Classification (CVPR 2024)☆75Updated 3 months ago
- Pan-Cancer Integrative Histology-Genomic Analysis via Multimodal Deep Learning - Cancer Cell☆214Updated 2 years ago
- Multimodal Whole Slide Foundation Model for Pathology☆217Updated 2 months ago