TransMIL: Transformer based Correlated Multiple Instance Learning for Whole Slide Image Classification
☆478May 3, 2024Updated last year
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☆461Apr 29, 2024Updated last year
- ☆172Nov 11, 2023Updated 2 years ago
- Open source tools for computational pathology - Nature BME☆1,648Apr 14, 2025Updated last year
- Hierarchical Image Pyramid Transformer - CVPR 2022 (Oral)☆619Mar 19, 2024Updated 2 years ago
- ☆354Mar 29, 2025Updated last year
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Implementation of Attention-based Deep Multiple Instance Learning in PyTorch☆999Jan 8, 2024Updated 2 years ago
- CVPR 2023 Highlight☆99Apr 3, 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…☆90Apr 16, 2024Updated last year
- Context-Aware Survival Prediction using Patch-based Graph Convolutional Networks - MICCAI 2021☆166May 14, 2024Updated last year
- A graph-transformer for whole slide image classification☆182Jun 17, 2024Updated last year
- Multimodal Co-Attention Transformer for Survival Prediction in Gigapixel Whole Slide Images - ICCV 2021☆242Mar 11, 2022Updated 4 years ago
- [CVPR 2024] Feature Re-Embedding: Towards Foundation Model-Level Performance in Computational Pathology☆134Sep 19, 2025Updated 6 months ago
- Official PyTorch implementation of our NeurIPS 2022 paper: Weakly Supervised Knowledge Distillation for Whole Slide Image Classification☆67Jan 23, 2024Updated 2 years ago
- Modeling Dense Multimodal Interactions Between Biological Pathways and Histology for Survival Prediction - CVPR 2024☆165Nov 19, 2024Updated last year
- Wordpress hosting with auto-scaling - Free Trial • 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☆146Feb 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☆34Jul 2, 2023Updated 2 years ago
- [ICCV 2023 Oral, IJCV 2025] Multiple Instance Learning Framework with Masked Hard Instance Mining for Whole Slide Image Classification☆93Jan 7, 2026Updated 3 months ago
- ☆347Nov 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☆28Dec 17, 2024Updated last year
- Attention-Challenging Multiple Instance Learning for Whole Slide Image Classification (ECCV2024)☆132Apr 28, 2025Updated 11 months ago
- Deploy open-source AI quickly and easily - Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- 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
- [MICCAI 2024] Official Code for "MambaMIL: Enhancing Long Sequence Modeling with Sequence Reordering in Computational Pathology"☆113Apr 22, 2025Updated 11 months ago
- Toolkit for large-scale whole-slide image processing.☆525Apr 8, 2026Updated last week
- AdvMIL: Adversarial Multiple Instance Learning for the Survival Analysis on Whole-Slide Images (Medical Image Analysis 2024)☆41Nov 4, 2023Updated 2 years ago
- Vision-Language Pathology Foundation Model - Nature Medicine☆488Mar 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.☆704Oct 27, 2023Updated 2 years ago
- Pathology Foundation Model - Nature Medicine☆710Mar 26, 2025Updated last year
- Pan-Cancer Integrative Histology-Genomic Analysis via Multimodal Deep Learning - Cancer Cell☆241Feb 7, 2023Updated 3 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Prov-GigaPath: A whole-slide foundation model for digital pathology from real-world data☆591May 16, 2025Updated 10 months ago
- Visual Language Pretrained Multiple Instance Zero-Shot Transfer for Histopathology Images - CVPR 2023☆118Jun 19, 2023Updated 2 years ago
- Repository for "Gigapixel Whole-Slide Images Classification using Locally Supervised Learning" (MICCAI 2022)☆28Sep 26, 2022Updated 3 years ago
- A standardized Python API with necessary preprocessing, machine learning and explainability tools to facilitate graph-analytics in comput…☆268Dec 23, 2023Updated 2 years ago
- [CVPR 2024] Dynamic Graph Representation with Knowledge-aware Attention for Histopathology Whole Slide Image Analysis☆92Feb 3, 2025Updated last year
- Fusing Histology and Genomics via Deep Learning - IEEE TMI☆330Aug 22, 2022Updated 3 years ago
- MuRCL: Multi-instance Reinforcement Contrastive Learning for Whole Slide Image Classification☆28Dec 16, 2021Updated 4 years ago