Multi-Scale Representation Attention based Deep Multiple Instance Learning for Gigapixel Whole Slide Image Analysis
☆25Aug 26, 2023Updated 2 years ago
Alternatives and similar repositories for MRAN
Users that are interested in MRAN are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Unofficial implementation of CVPR2022 paper DTFD-MIL. Use the official CAMELYON16 dataset instead of the .pickle file used in the officia…☆27Jun 4, 2023Updated 2 years ago
- This is the official implementation of "An optimized two-stage cascaded deep neural network for adrenal segmentation on CT images".☆11Apr 13, 2023Updated 2 years ago
- ☆14Jun 2, 2023Updated 2 years ago
- ☆13Aug 30, 2024Updated last year
- Pan-Cancer Integrative Histology-Genomic Analysis via Multimodal Deep Learning - Cancer Cell☆240Feb 7, 2023Updated 3 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- Code for our submitted paper☆10Jul 24, 2023Updated 2 years ago
- ☆28Jun 4, 2023Updated 2 years ago
- Efficient 3D interactive segmentation with the nnU-Net☆12Jun 15, 2022Updated 3 years ago
- ☆15Aug 22, 2022Updated 3 years ago
- Artificial Intelligence predicts immune and inflammatory gene signatures directly from hepatocellular carcinoma histology images☆20Jul 8, 2024Updated last year
- base on MIL method☆13Jul 25, 2024Updated last year
- ☆172Nov 11, 2023Updated 2 years ago
- A neural network software for using Molecular labelling to improve pathological annotation of H and E tissues☆32Jan 29, 2025Updated last year
- ☆38Feb 16, 2023Updated 3 years ago
- 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.
- Weakly-supervised learning pipeline for histopathology images. Publications: Biomarker prediction in colorectal cancer (CRC)☆85Feb 6, 2024Updated 2 years ago
- This repository contains the implementation of TILAb-score as described in the original paper.☆18Oct 3, 2019Updated 6 years ago
- TransMIL: Transformer based Correlated Multiple Instance Learning for Whole Slide Image Classification☆470May 3, 2024Updated last year
- Deep learning enabled assessment of cardiac allograft rejection from endomyocardial biopsies- Nature Medicine☆33May 17, 2022Updated 3 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
- A tutorial demonstration of pathml on an example dataset for the manuscript "PathML: A unified framework for WSI analysis with deep learn…☆24Feb 8, 2022Updated 4 years ago
- ☆24Dec 14, 2024Updated last year
- CBMIL: Clustering-based Multi-instance Learning Network for Whole Slide Image Classification☆11Mar 5, 2023Updated 3 years ago
- MICCAI2021 Paper: Self-supervised visual representation learning for histopathological images☆27Aug 29, 2022Updated 3 years ago
- 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.
- ☆57May 29, 2023Updated 2 years ago
- Fusing Histology and Genomics via Deep Learning - IEEE TMI☆332Aug 22, 2022Updated 3 years ago
- Code of "Bayes-MIL: A New Probabilistic Perspective on Attention-based Multiple Instance Learning for Whole Slide Images" - ICLR 2023☆21Nov 26, 2023Updated 2 years ago
- Multi-scale Domain-adversarial Multiple Instance Learning CNN (CVPR2020)☆78Jul 10, 2020Updated 5 years ago
- Pipeline for computational pathology☆38Jan 4, 2024Updated 2 years ago
- Histopathology Image Analysis☆94Jul 6, 2023Updated 2 years ago
- GNN-based cancer prognosis prediction using image-derived Cell-Graphs☆14Oct 14, 2021Updated 4 years ago
- Open source tools for computational pathology - Nature BME☆1,628Apr 14, 2025Updated 11 months ago
- MuRCL: Multi-instance Reinforcement Contrastive Learning for Whole Slide Image Classification☆28Dec 16, 2021Updated 4 years ago
- 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.
- Exploring Low-Rank Property in Multiple Instance Learning for Whole Slide Image Classification☆27Dec 17, 2024Updated last year
- Multimodal Co-Attention Transformer for Survival Prediction in Gigapixel Whole Slide Images - ICCV 2021☆239Mar 11, 2022Updated 4 years ago
- Rule-Based Thyroid Whole Slide Image Diagnosis☆10Aug 12, 2020Updated 5 years ago
- ☆24Oct 9, 2023Updated 2 years ago
- 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
- ☆16Jul 8, 2024Updated last year
- ☆45Jan 19, 2026Updated 2 months ago