Another annotation-free whole-slide training approach to pathological classification. This repository provides scripts to reproduce the results in the paper "Deep neural network trained on gigapixel images improves lymph node metastasis detection in clinical settings", including model training, inference, visualization, etc.
☆28Mar 12, 2026Updated 2 months ago
Alternatives and similar repositories for hms2
Users that are interested in hms2 are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Use streaming to train whole-slides images with single image-level labels, by reducing GPU memory requirements with 99%.☆79Jan 9, 2023Updated 3 years ago
- This repository provides scripts to reproduce the results in the paper "An annotation-free whole-slide training approach to pathological …☆62Nov 19, 2021Updated 4 years ago
- This library is designed to speed up huge model training on unified memory.☆29Nov 19, 2021Updated 4 years ago
- [ICCV25] Official implementation of the paper HoliTracer.☆48Apr 7, 2026Updated 2 months ago
- Don't mix, match! Simple utilities for improved registration of Histopathology Whole Slide Images.☆11Oct 11, 2020Updated 5 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.
- ☆15Dec 30, 2024Updated last year
- ☆37Feb 16, 2023Updated 3 years ago
- ☆12Dec 4, 2023Updated 2 years ago
- [IEEE TPAMI 2025] REST: Holistic Learning for End-to-End Semantic Segmentation of Whole-Scene Remote Sensing Imagery☆40Mar 18, 2026Updated 2 months ago
- Predicting gastric cancer outcome from resected lymph node histopathology images using deep learning☆34Mar 19, 2021Updated 5 years ago
- [Science China Information Sciences 2023] MFVNet: Deep Adaptive Fusion Network with Multiple Field-of-Views for Remote Sensing Image Sema…☆16Apr 26, 2023Updated 3 years ago
- ☆25Apr 8, 2022Updated 4 years ago
- Self-Supervised Representation Learning (CDpath ICCV 2021)☆13Dec 1, 2022Updated 3 years ago
- ☆38Oct 26, 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.
- Official code for "Improving Self-supervised Learning with Hardness-aware Dynamic Curriculum Learning: An Application to Digital Patholog…☆17Oct 15, 2021Updated 4 years ago
- ☆12Jun 11, 2023Updated 2 years ago
- source code of Inter-MIL: self-interactive multi-instance learning☆17Aug 1, 2023Updated 2 years ago
- [NeurIPS 2025] Few-Shot Learning from Gigapixel Images via Hierarchical Vision-Language Alignment and Modeling☆26May 20, 2026Updated 2 weeks ago
- Official implementation of "Weakly-supervised positional contrastive learning: application to cirrhosis classification", MICCAI 2023☆11Dec 16, 2025Updated 5 months ago
- ☆14Aug 26, 2020Updated 5 years ago
- ☆10Aug 31, 2021Updated 4 years ago
- A curated resources on what's happening in multimodal learning. Features recent papers, books, related lectures, and other relevant resou…☆16Apr 28, 2023Updated 3 years ago
- Released code for the paper 'End-to-end Multiple Instance Learning for Whole-Slide Cytopathology of Urothelial Carcinoma'☆10Nov 24, 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.
- Contains codes of DeepAttnMISL in MEDIA'20☆61Jan 7, 2021Updated 5 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
- The repository provide augment function of "Stain mix-up: Unsupervised domain generalization for histopathology images"☆12Feb 22, 2022Updated 4 years ago
- This package provides tools for training supervised machine learning models for computational pathology tasks using tile-level embeddings…☆46May 12, 2025Updated last year
- ☆30May 19, 2026Updated 3 weeks ago
- Deep Learning for Recurrence Score☆18Jun 25, 2024Updated last year
- ☆12Oct 4, 2023Updated 2 years ago
- ☆16Nov 28, 2022Updated 3 years ago
- ☆19Jul 4, 2023Updated 2 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.
- Generalized Max Pooling☆17Oct 30, 2019Updated 6 years ago
- ☆11Jul 7, 2021Updated 4 years ago
- This repository contains the code for the IEEE Robotics and Automation Letters paper "Open-Set Object Detection Using Classification-Free…☆15Dec 6, 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
- [ECCV 2024] Official implementation of "Every Pixel Has its Moments: Ultra-High-Resolution Unpaired Image-to-Image Translation via Dense …☆50Oct 21, 2025Updated 7 months ago
- MicrOSAtellite Instability Classifier☆15Apr 27, 2026Updated last month
- ☆23Oct 22, 2025Updated 7 months ago