TransMIL: Transformer based Correlated Multiple Instance Learning for Whole Slide Image Classification
☆489May 3, 2024Updated 2 years ago
Alternatives and similar repositories for TransMIL
Users that are interested in TransMIL are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- DSMIL: Dual-stream multiple instance learning networks for tumor detection in Whole Slide Image☆467Apr 29, 2024Updated 2 years ago
- ☆176Nov 11, 2023Updated 2 years ago
- Open source tools for computational pathology - Nature BME☆1,706Apr 14, 2025Updated last year
- Hierarchical Image Pyramid Transformer - CVPR 2022 (Oral)☆622Mar 19, 2024Updated 2 years ago
- ☆361Mar 29, 2025Updated last year
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Implementation of Attention-based Deep Multiple Instance Learning in PyTorch☆1,008Jan 8, 2024Updated 2 years ago
- CVPR 2023 Highlight☆101Apr 3, 2024Updated 2 years ago
- Context-Aware Survival Prediction using Patch-based Graph Convolutional Networks - MICCAI 2021☆172May 14, 2024Updated 2 years ago
- This is the official repository for our CVPR 2023 paper 'Task-Specific Fine-Tuning via Variational Information Bottleneck for Weakly-Supe…☆92Apr 16, 2024Updated 2 years ago
- A graph-transformer for whole slide image classification☆181Jun 17, 2024Updated 2 years ago
- Multimodal Co-Attention Transformer for Survival Prediction in Gigapixel Whole Slide Images - ICCV 2021☆253Mar 11, 2022Updated 4 years ago
- [CVPR 2024] Feature Re-Embedding: Towards Foundation Model-Level Performance in Computational Pathology☆137Sep 19, 2025Updated 9 months ago
- Official PyTorch implementation of our NeurIPS 2022 paper: Weakly Supervised Knowledge Distillation for Whole Slide Image Classification☆68Jan 23, 2024Updated 2 years ago
- Modeling Dense Multimodal Interactions Between Biological Pathways and Histology for Survival Prediction - CVPR 2024☆168Nov 19, 2024Updated last year
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Morphological Prototyping for Unsupervised Slide Representation Learning in Computational Pathology - CVPR 2024☆149Feb 22, 2025Updated last year
- Implementation of Cluster-to-Conquer: A Framework for End-to-End Multi-Instance Learning for Whole Slide Image Classification approach.☆59Oct 12, 2021Updated 4 years ago
- HVTSurv: Hierarchical Vision Transformer for Patient-level Survival Prediction from Whole Slide Image-AAAI 2023☆36Jul 2, 2023Updated 3 years ago
- [ICCV 2023 Oral, IJCV 2025] Multiple Instance Learning Framework with Masked Hard Instance Mining for Whole Slide Image Classification☆96Jan 7, 2026Updated 5 months ago
- ☆350Nov 21, 2021Updated 4 years ago
- Histopathology Image Analysis☆94Jul 6, 2023Updated 2 years ago
- DAS-MIL: Distilling Across Scales for MILClassification of Histological WSIs☆65Nov 29, 2024Updated last year
- Exploring Low-Rank Property in Multiple Instance Learning for Whole Slide Image Classification☆29Dec 17, 2024Updated last year
- ZoomMIL is a multiple instance learning (MIL) method that learns to perform multi-level zooming for efficient Whole-Slide Image (WSI) cla…☆68Nov 3, 2022Updated 3 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Attention-Challenging Multiple Instance Learning for Whole Slide Image Classification (ECCV2024)☆137Apr 28, 2025Updated last year
- Toolkit for large-scale whole-slide image processing.☆594Updated this week
- AdvMIL: Adversarial Multiple Instance Learning for the Survival Analysis on Whole-Slide Images (Medical Image Analysis 2024)☆42Nov 4, 2023Updated 2 years ago
- [MICCAI 2024] Official Code for "MambaMIL: Enhancing Long Sequence Modeling with Sequence Reordering in Computational Pathology"☆120Apr 22, 2025Updated last year
- Vision-Language Pathology Foundation Model - Nature Medicine☆511Mar 26, 2025Updated last year
- Official PyTorch implementation of our MICCAI 2022 paper: DGMIL: Distribution Guided Multiple Instance Learning for Whole Slide Image Cla…☆34Feb 15, 2024Updated 2 years ago
- Simultaneous Nuclear Instance Segmentation and Classification in H&E Histology Images.☆721Oct 27, 2023Updated 2 years ago
- Pathology Foundation Model - Nature Medicine☆750Mar 26, 2025Updated last year
- Pan-Cancer Integrative Histology-Genomic Analysis via Multimodal Deep Learning - Cancer Cell☆246Feb 7, 2023Updated 3 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Visual Language Pretrained Multiple Instance Zero-Shot Transfer for Histopathology Images - CVPR 2023☆120Jun 19, 2023Updated 3 years ago
- Repository for "Gigapixel Whole-Slide Images Classification using Locally Supervised Learning" (MICCAI 2022)☆28Sep 26, 2022Updated 3 years ago
- Prov-GigaPath: A whole-slide foundation model for digital pathology from real-world data☆622May 16, 2025Updated last year
- [CVPR 2024] Dynamic Graph Representation with Knowledge-aware Attention for Histopathology Whole Slide Image Analysis☆92Feb 3, 2025Updated last year
- A standardized Python API with necessary preprocessing, machine learning and explainability tools to facilitate graph-analytics in comput…☆271Dec 23, 2023Updated 2 years ago
- Fusing Histology and Genomics via Deep Learning - IEEE TMI☆328Aug 22, 2022Updated 3 years ago
- MuRCL: Multi-instance Reinforcement Contrastive Learning for Whole Slide Image Classification☆29Dec 16, 2021Updated 4 years ago