Implementation of LA_MIL, Local Attention Graph-based Transformer for WSIs, PyTorch
☆24Oct 13, 2023Updated 3 years ago
Alternatives and similar repositories for LA_MIL
Users that are interested in LA_MIL are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- machine-readable information for the TCGA dataset, mirrored from other sources☆23Jun 14, 2022Updated 4 years ago
- Weakly-supervised learning pipeline for histopathology images. Publications: Biomarker prediction in colorectal cancer (CRC)☆90Feb 6, 2024Updated 2 years ago
- DAS-MIL: Distilling Across Scales for MILClassification of Histological WSIs☆69Nov 29, 2024Updated last year
- ☆12Sep 25, 2023Updated 3 years ago
- Tools to build deep learning pipelines.☆116Nov 12, 2024Updated 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.
- A biologically interpretable integrative deep learning model that integrates PAthological images and GEnomic data☆18Jun 22, 2020Updated 6 years ago
- ☆62Apr 14, 2025Updated last year
- SEGmentation using Graphs with Inexact aNd Incomplete labels☆21Mar 25, 2022Updated 4 years ago
- Multimodal Co-Attention Transformer for Survival Prediction in Gigapixel Whole Slide Images - ICCV 2021☆259Mar 11, 2022Updated 4 years ago
- ☆28Jun 4, 2023Updated 3 years ago
- [MICCAI'23] HIGT: Hierarchical Interaction Graph-Transformer for Whole Slide Image Analysis☆32Sep 14, 2024Updated 2 years ago
- Fusing Histology and Genomics via Deep Learning - IEEE TMI☆329Aug 22, 2022Updated 4 years ago
- Repository for Hierarchical Attention-Guided Multiple Instance Learning☆24Oct 11, 2023Updated 3 years ago
- ☆45Jan 10, 2022Updated 4 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- ☆20Oct 12, 2022Updated 4 years ago
- Repository for "Gigapixel Whole-Slide Images Classification using Locally Supervised Learning" (MICCAI 2022)☆28Sep 26, 2022Updated 4 years ago
- The ‘Cancer-Prognosis-Analysis’ aims to provide prognosis-related codes for further studies. ALL of them are used just for research, but …☆12May 11, 2025Updated last year
- Code accompanying the paper Neural Image Compression for Gigapixel Histopathology Image Analysis☆49Jun 6, 2023Updated 3 years ago
- ☆17Aug 8, 2022Updated 4 years ago
- The official repo of "A Multimodal Knowledge-enhanced Whole-slide Pathology Foundation Model"☆52May 1, 2026Updated 5 months ago
- ☆62May 29, 2023Updated 3 years ago
- Code Repository for AAAI23 paper "Weakly-Supervised Semantic Segmentation for Histopathology Images Based on Dataset Synthesis and Featur…☆13Jun 23, 2024Updated 2 years ago
- Code and data for MICCAI 2022 accepted paper: Survival Prediction of Brain Cancer with Incomplete Radiology, Pathology, Genomics, and Dem…☆19Mar 13, 2024Updated 2 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.
- Implementation of Semi-Supervised and Semi-Weakly Supervised Teacher/Student Learning approaches☆13Jan 18, 2023Updated 3 years ago
- ☆38Oct 26, 2021Updated 5 years ago
- Variance pooling to incorporate ITH in CPath models - MICCAI 2022☆26Sep 27, 2022Updated 4 years ago
- Code for Disentangle Align and Fuse for Multimodal and Zero-shot Image Segmentation☆14Dec 8, 2022Updated 3 years ago
- Fast and scalable search of whole-slide images via self-supervised deep learning - Nature Biomedical Engineering☆114Jun 9, 2023Updated 3 years ago
- ☆363Mar 29, 2025Updated last year
- Multilevel cnn notebooks for Camelyon17☆19Sep 29, 2019Updated 7 years ago
- MICCAI2022: Multiple Instance Learning with Mixed Supervision in Gleason Grading.☆53May 24, 2023Updated 3 years ago
- A pan-cancer platform for mutation prediction from routine histology☆68May 23, 2021Updated 5 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- First commit☆68Jul 5, 2022Updated 4 years ago
- This repository contains the implementation of TILAb-score as described in the original paper.☆20Oct 3, 2019Updated 7 years ago
- ☆20Jul 15, 2022Updated 4 years ago
- ☆13May 31, 2023Updated 3 years ago
- MuRCL: Multi-instance Reinforcement Contrastive Learning for Whole Slide Image Classification☆29Dec 16, 2021Updated 4 years ago
- ☆103Nov 16, 2023Updated 2 years ago
- Official implementation of "ScoreNet: Learning Non-Uniform Attention and Augmentation for Transformer-Based Histopathological Image Class…☆12Mar 6, 2023Updated 3 years ago