vkola-lab / tmi2022
A graph-transformer for whole slide image classification
☆165Updated 10 months ago
Alternatives and similar repositories for tmi2022:
Users that are interested in tmi2022 are comparing it to the libraries listed below
- Context-Aware Survival Prediction using Patch-based Graph Convolutional Networks - MICCAI 2021☆148Updated 11 months ago
- ☆70Updated 3 years ago
- One Model is All You Need: Multi-Task Learning Enables Simultaneous Histology Image Segmentation and Classification☆88Updated 5 months ago
- Modeling Dense Multimodal Interactions Between Biological Pathways and Histology for Survival Prediction - CVPR 2024☆135Updated 5 months ago
- ☆156Updated last year
- Whole Slide Image segmentation with weakly supervised multiple instance learning on TCGA | MICCAI2020 https://arxiv.org/abs/2004.05024☆135Updated 3 years ago
- Visual Language Pretrained Multiple Instance Zero-Shot Transfer for Histopathology Images - CVPR 2023☆103Updated last year
- Histopathology Image Analysis☆92Updated last year
- This is the official repository for our CVPR 2023 paper 'Task-Specific Fine-Tuning via Variational Information Bottleneck for Weakly-Supe…☆83Updated last year
- ☆55Updated 3 years ago
- Official repository of Benchmarking Self-Supervised Learning on Diverse Pathology Datasets☆86Updated last year
- ☆50Updated 3 weeks ago
- CoNIC Challenge☆63Updated last year
- Histopathology Slides Preprocessing Pipeline☆38Updated last month
- Attention-Challenging Multiple Instance Learning for Whole Slide Image Classification (ECCV2024)☆90Updated last week
- Tools for whole slide image (WSI) processing. Especially for (pairwise) patch extraction, annotation parsing and data preparation for dee…☆52Updated 5 months ago
- Contains codes of DeepAttnMISL in MEDIA'20☆58Updated 4 years ago
- [CVPR'23] Histopathology Whole Slide Image Analysis with Heterogeneous Graph Representation Learning☆84Updated last year
- Implementation of Cluster-to-Conquer: A Framework for End-to-End Multi-Instance Learning for Whole Slide Image Classification approach.☆61Updated 3 years ago
- ☆59Updated 7 months ago
- ☆35Updated 2 years ago
- CVPR 2023 Highlight☆87Updated last year
- Weakly-supervised learning pipeline for histopathology images. Publications: Biomarker prediction in colorectal cancer (CRC)☆68Updated last year
- MICCAI2020. "Multiple Instance Learning with Center Embeddings for Histopathology Image Classification"☆38Updated 4 years ago
- ViLa-MIL: Dual-scale Vision-Language Multiple Instance Learning for Whole Slide Image Classification (CVPR 2024)☆70Updated 2 months ago
- ☆52Updated last year
- Multimodal prototyping for cancer survival prediction - ICML 2024☆82Updated 2 months ago
- CellViT: Vision Transformers for Precise Cell Segmentation and Classification☆286Updated last month
- DeeperHistReg - Source Code☆57Updated last year
- Python library for processing whole slide images (WSIs) in sdpc format☆51Updated 3 months ago