Constructed attention-based deep multiple instance learning model using PyTorch and trained on 624 whole slide images of digitized H&E-stained prostate biopsies using AWS SageMaker’s data parallelism toolkit.
☆22Feb 22, 2022Updated 4 years ago
Alternatives and similar repositories for Attention-Based-Deep-Multiple-Instance-Learning
Users that are interested in Attention-Based-Deep-Multiple-Instance-Learning are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆16Jan 18, 2023Updated 3 years ago
- This repository contains the source code for the Semantic Knowledge Extractor Tool (SKET). SKET is an unsupervised hybrid knowledge extra…☆13Apr 18, 2023Updated 3 years ago
- Multiple instance learning with graph neural networks.☆30Jan 28, 2021Updated 5 years ago
- Official code for "Improving Self-supervised Learning with Hardness-aware Dynamic Curriculum Learning: An Application to Digital Patholog…☆17Oct 15, 2021Updated 4 years ago
- The code of Triple U-net: Hematoxylin-aware Nuclei Segmentation with Progressive Dense Feature Aggregation.☆20Mar 17, 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.
- A neural network software for using Molecular labelling to improve pathological annotation of H and E tissues☆32Jan 29, 2025Updated last year
- Attention Based Deep 3D Multiple Instance Learning☆26Aug 1, 2020Updated 5 years ago
- Codes for our paper "Revisiting Multiple Instance Neural Networks".☆66Oct 11, 2017Updated 8 years ago
- PFA-ScanNet: Pyramidal Feature Aggregation With Synergistic Learning for Breast Cancer Metastasis Analysis (Architecture Only Pytorch Imp…☆21Aug 8, 2019Updated 6 years ago
- Official code for the paper "A Good Feature Extractor Is All You Need for Weakly Supervised Pathology Slide Classification"☆18Aug 17, 2024Updated last year
- VGGIN-Net architecture for imbalanced breast cancer classification☆13Apr 3, 2022Updated 4 years ago
- ☆12Jul 25, 2024Updated 2 years ago
- ☆19Jul 28, 2021Updated 5 years ago
- LongMIL for WSI analysis with extrapolation positional embedding☆15Dec 11, 2024Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Toolbox for measuring adversarial robustness to many transforms☆19Apr 24, 2025Updated last year
- ☆28Jun 4, 2023Updated 3 years ago
- AEM: Attention Entropy Maximization for Multiple Instance Learning based Whole Slide Image Classification☆16Jul 7, 2025Updated last year
- [NeurIPS'24] Free Lunch in Pathology Foundation Model: Task-specific Model Adaptation with Concept-Guided Feature Enhancement - NeurIPS 2…☆16Nov 19, 2024Updated last year
- base on MIL method☆13Jul 25, 2024Updated 2 years ago
- A Python package for handling histopathology whole-slide images using multiple instance learning (MIL) techniques.☆30May 21, 2024Updated 2 years ago
- ☆26Jul 16, 2024Updated 2 years ago
- Kaggle HubMap☆38May 17, 2021Updated 5 years ago
- ECCB2021 tutorial: Inside the ‘Black Box’: Explainable Deep Learning Models For Image and Sequence Classification☆11Sep 3, 2021Updated 4 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Predicting assays Using Morphological Analysis☆14May 24, 2024Updated 2 years ago
- Image-translation-assisted segmentation in 3D☆28Mar 14, 2022Updated 4 years ago
- Med-NCA: Robust and Lightweight Segmentation with Neural Cellular Automata☆13Jun 2, 2023Updated 3 years ago
- Multi-scale Domain-adversarial Multiple Instance Learning CNN (CVPR2020)☆78Jul 10, 2020Updated 6 years ago
- ☆25May 10, 2023Updated 3 years ago
- MG-Trans: Multi-scale Graph Transformer with Information Bottleneck for Whole Slide Image Classification (TMI 2023)☆20Feb 11, 2025Updated last year
- Implementation of "M3amba: Memory Mamba is All You Need for Whole Slide Image Classification". CVPR2025☆11Feb 27, 2025Updated last year
- A next-generation curated knowledge sharing platform for data scientists and other technical professions.☆12Jan 24, 2018Updated 8 years ago
- ☆24Oct 9, 2023Updated 2 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- The repository provide augment function of "Stain mix-up: Unsupervised domain generalization for histopathology images"☆12Feb 22, 2022Updated 4 years ago
- CBMIL: Clustering-based Multi-instance Learning Network for Whole Slide Image Classification☆11Mar 5, 2023Updated 3 years ago
- Whole Slide Image (WSI) Processing Library for Histopathological / Cytopathological Machine Learning Tasks☆25Sep 8, 2023Updated 2 years ago
- ☆16Jun 1, 2026Updated last month
- Preserving Clusters and Correlations: Dimensionality reduction with exceptional high global structure preservation☆17Dec 23, 2025Updated 7 months ago
- Recent Advances in Vision-Language Pre-training!☆32Jan 10, 2022Updated 4 years ago
- a toolbox for manipulation of digital pathology slides and annotations☆18Aug 11, 2020Updated 5 years ago