histocartography / zoommil
ZoomMIL is a multiple instance learning (MIL) method that learns to perform multi-level zooming for efficient Whole-Slide Image (WSI) classification.
☆64Updated 2 years ago
Alternatives and similar repositories for zoommil:
Users that are interested in zoommil are comparing it to the libraries listed below
- Official repository of Benchmarking Self-Supervised Learning on Diverse Pathology Datasets☆83Updated last year
- DAS-MIL: Distilling Across Scales for MILClassification of Histological WSIs☆54Updated 3 months ago
- ☆36Updated 2 years ago
- Context-Aware Survival Prediction using Patch-based Graph Convolutional Networks - MICCAI 2021☆139Updated 10 months ago
- ☆70Updated 3 years ago
- Histopathology Image Analysis☆92Updated last year
- Visual Language Pretrained Multiple Instance Zero-Shot Transfer for Histopathology Images - CVPR 2023☆101Updated last year
- CVPR 2023 Highlight☆82Updated 11 months ago
- Morphological Prototyping for Unsupervised Slide Representation Learning in Computational Pathology - CVPR 2024☆119Updated 2 weeks ago
- Modeling Dense Multimodal Interactions Between Biological Pathways and Histology for Survival Prediction - CVPR 2024☆129Updated 3 months ago
- ☆29Updated 2 years ago
- One Model is All You Need: Multi-Task Learning Enables Simultaneous Histology Image Segmentation and Classification☆81Updated 3 months ago
- Transcriptomics-guided Slide Representation Learning in Computational Pathology - CVPR 2024☆93Updated 4 months ago
- Implementation of Cluster-to-Conquer: A Framework for End-to-End Multi-Instance Learning for Whole Slide Image Classification approach.☆60Updated 3 years ago
- Implementation of LA_MIL, Local Attention Graph-based Transformer for WSIs, PyTorch☆24Updated last year
- Contains codes of DeepAttnMISL in MEDIA'20☆57Updated 4 years ago
- MADELEINE: multi-stain slide representation learning (ECCV'24)☆47Updated 3 weeks ago
- CoNIC Challenge☆63Updated last year
- ☆52Updated 3 years ago
- [CVPR'23] Histopathology Whole Slide Image Analysis with Heterogeneous Graph Representation Learning☆83Updated last year
- Attention-Challenging Multiple Instance Learning for Whole Slide Image Classification (ECCV2024)☆82Updated last week
- Evaluation code for the PanNuke dataset☆27Updated 4 years ago
- ☆26Updated 2 years ago
- ☆23Updated last month
- Multi-Scale Representation Attention based Deep Multiple Instance Learning for Gigapixel Whole Slide Image Analysis☆26Updated last year
- ☆150Updated last year
- Histopathology Slides Preprocessing Pipeline☆36Updated 3 months ago
- ☆57Updated 5 months ago
- RandStainNA: Simple and efficient augmentations for histology [MICCAI 2022]☆53Updated 2 years ago