vkola-lab / tmi2022
A graph-transformer for whole slide image classification
☆148Updated 4 months ago
Related projects ⓘ
Alternatives and complementary repositories for tmi2022
- Context-Aware Survival Prediction using Patch-based Graph Convolutional Networks - MICCAI 2021☆125Updated 5 months ago
- ☆70Updated 3 years ago
- One Model is All You Need: Multi-Task Learning Enables Simultaneous Histology Image Segmentation and Classification☆72Updated 8 months ago
- Official repository of Benchmarking Self-Supervised Learning on Diverse Pathology Datasets☆76Updated last year
- ☆135Updated 11 months ago
- CoNIC Challenge☆59Updated 8 months ago
- Visual Language Pretrained Multiple Instance Zero-Shot Transfer for Histopathology Images - CVPR 2023☆93Updated last year
- ☆49Updated 2 years ago
- Modeling Dense Multimodal Interactions Between Biological Pathways and Histology for Survival Prediction - CVPR 2024☆103Updated 7 months ago
- [MICCAI 2023 Oral] The official code of "Pathology-and-genomics Multimodal Transformer for Survival Outcome Prediction" (top 9%)☆76Updated last month
- ☆45Updated last year
- Histopathology Image Analysis☆90Updated last year
- Morphological Prototyping for Unsupervised Slide Representation Learning in Computational Pathology - CVPR 2024☆92Updated last month
- [CVPR'23] Histopathology Whole Slide Image Analysis with Heterogeneous Graph Representation Learning☆75Updated last year
- Whole Slide Image segmentation with weakly supervised multiple instance learning on TCGA | MICCAI2020 https://arxiv.org/abs/2004.05024☆124Updated 3 years ago
- Multimodal Co-Attention Transformer for Survival Prediction in Gigapixel Whole Slide Images - ICCV 2021☆165Updated 2 years ago
- ZoomMIL is a multiple instance learning (MIL) method that learns to perform multi-level zooming for efficient Whole-Slide Image (WSI) cla…☆62Updated 2 years ago
- ☆23Updated 2 years ago
- RandStainNA: Simple and efficient augmentations for histology [MICCAI 2022]☆52Updated last year
- Contains codes of DeepAttnMISL in MEDIA'20☆57Updated 3 years ago
- HoVer-Net inference code for simultaneous nuclear segmentation and classification☆67Updated last year
- This is the official repository for our CVPR 2023 paper 'Task-Specific Fine-Tuning via Variational Information Bottleneck for Weakly-Supe…☆74Updated 6 months ago
- CVPR 2023 Highlight☆76Updated 7 months ago
- First commit☆58Updated 2 years ago
- Python library for processing whole slide images (WSIs) in sdpc format☆44Updated last month
- Implementation of Cluster-to-Conquer: A Framework for End-to-End Multi-Instance Learning for Whole Slide Image Classification approach.☆60Updated 3 years ago
- Self-Supervised Vision Transformers Learn Visual Concepts in Histopathology (LMRL Workshop, NeurIPS 2021)☆138Updated 2 years ago
- Multi-scale Domain-adversarial Multiple Instance Learning CNN (CVPR2020)☆76Updated 4 years ago
- Attention-Challenging Multiple Instance Learning for Whole Slide Image Classification (ECCV2024)☆64Updated 3 weeks ago
- [The Lancet Digital Health, MICCAI2020 Oral] The official code of "Spatially-aware Graph Neural Networks and Cross-level Molecular Profil…☆25Updated last year