SONNET: A self-guided ordinal regression neural network for segmentation and classification of nuclei in large-scale multi-tissue histology images
☆17Sep 15, 2021Updated 4 years ago
Alternatives and similar repositories for Sonnet
Users that are interested in Sonnet are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Official PyTorch implementation of the TMI paper "Nucleus-aware Self-supervised Pretraining Using Unpaired Image-to-image Translation for…☆16Mar 13, 2024Updated 2 years ago
- ☆15Dec 30, 2024Updated last year
- Cell Graph Transformer for Nuclei Classification, AAAI 2024☆27Oct 8, 2024Updated last year
- NuLite - Lightweight and Fast Model for Nuclei Instance Segmentation and Classification☆33Jan 19, 2026Updated 4 months ago
- ☆18Nov 16, 2023Updated 2 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.
- ☆23Aug 17, 2025Updated 9 months ago
- NuInsSeg: A Fully Annotated Dataset for Nuclei Instance Segmentation in H&E-Stained Histological Images☆41Jul 15, 2024Updated last year
- [Scientific Data] The official code of "A Large-scale Synthetic Pathological Dataset for Deep Learning-enabled Segmentation of Breast Can…☆20Oct 3, 2023Updated 2 years ago
- This repository includes the codes and descriptions to create a fully annotated dataset of nuclei from cryosectioned histological samples…☆45Feb 8, 2023Updated 3 years ago
- [ECCV 2024 Oral] Knowledge-enhanced pretraining for computational pathology☆50Apr 17, 2026Updated last month
- Iteratively Coupled Multiple Instance Learning☆22Nov 28, 2024Updated last year
- Repository for "Prompt-MIL: Boosting Multi-Instance Learning Schemes via Task-specific Prompt Tuning" (MICCAI2023)☆19Oct 23, 2023Updated 2 years ago
- Benchmarking of deep learning and other segmentation methods for H&E images☆11Jul 6, 2023Updated 2 years ago
- ☆20Jul 15, 2022Updated 3 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- Pytorch Implement of Boundary-assisted Region Proposal Networks for Nucleus Segmentation☆18Jun 8, 2021Updated 5 years ago
- Python 3 library for the augmentation & normalization of H&E images☆66Sep 12, 2022Updated 3 years ago
- ☆12Mar 1, 2026Updated 3 months ago
- Evaluation code for the PanNuke dataset☆30Oct 20, 2020Updated 5 years ago
- ☆14Jun 14, 2022Updated 3 years ago
- Joint Modelling Histology and Molecular Markers for Glioma Classification☆12Jun 4, 2025Updated last year
- ☆21Jul 18, 2024Updated last year
- Official implementation of DiffMix (MICCAI 2023)☆17Nov 27, 2024Updated last year
- Morphological Prototyping for Unsupervised Slide Representation Learning in Computational Pathology - CVPR 2024☆148Feb 22, 2025Updated last year
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- The implement for Comparison Detector: Convolutional Neural Networks for Cervical Cell Detection in the Limited-data Scenario.☆12Sep 6, 2022Updated 3 years ago
- Official repository of Benchmarking Self-Supervised Learning on Diverse Pathology Datasets☆96May 23, 2023Updated 3 years ago
- "Blind Image Quality Assessment for Pathological Microscopic Image under Screen and Immersion Scenarios"☆15Aug 29, 2023Updated 2 years ago
- The repository contains the data and the codes for the manuscript "Relational graph convolutional networks for predicting blood-brain bar…☆15May 21, 2025Updated last year
- Feather - Lightweight supervised slide foundation models (ICML 2025)☆149Feb 5, 2026Updated 4 months ago
- Official code for "Self-Supervised driven Consistency Training for Annotation Efficient Histopathology Image Analysis" Published in Medic…☆61Mar 5, 2022Updated 4 years ago
- This is a official repository for MExD☆20Oct 27, 2025Updated 7 months ago
- Simultaneous Nuclear Instance Segmentation and Classification in H&E Histology Images.☆718Oct 27, 2023Updated 2 years ago
- The demo for "Sawtooth Factorial Topic Embeddings Guided Gamma Belief Network" in ICML 2021☆10Aug 17, 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.
- Testing of Neural Topic Modeling for Japanese articles☆13Jul 24, 2019Updated 6 years ago
- Placeholder☆10Jul 17, 2023Updated 2 years ago
- Package implementing decision rules. Includes tools for calculations of various measures and indicators, as well as algorithms for filter…☆31Sep 12, 2025Updated 9 months ago
- SurGen: 1020 H&E-stained Whole Slide Images With Survival and Genetic Markers☆21Nov 2, 2025Updated 7 months ago
- Finding the causality in biological pathways☆14Jul 12, 2023Updated 2 years ago
- ☆27Apr 4, 2025Updated last year
- CVPR 2024: Learned representation-guided diffusion models for large-image generation☆63Oct 8, 2024Updated last year