trislaz / gigasslLinks
Repository for the Giga-SSL paper
☆25Updated last year
Alternatives and similar repositories for gigassl
Users that are interested in gigassl are comparing it to the libraries listed below
Sorting:
- Morphological Prototyping for Unsupervised Slide Representation Learning in Computational Pathology - CVPR 2024☆141Updated 7 months ago
- Standardized benchmark for computational pathology foundation models.☆103Updated 2 months ago
- Multimodal prototyping for cancer survival prediction - ICML 2024☆96Updated 7 months ago
- List of pathology feature extractors and foundation models☆154Updated 4 months ago
- Feather - Lightweight supervised slide foundation models (ICML 2025)☆95Updated 2 months ago
- ☆56Updated 3 years ago
- Weakly-supervised learning pipeline for histopathology images. Publications: Biomarker prediction in colorectal cancer (CRC)☆81Updated last year
- DAS-MIL: Distilling Across Scales for MILClassification of Histological WSIs☆62Updated 10 months ago
- GrandQC tool for tissue detection and quality control in pathology☆68Updated 7 months ago
- ☆27Updated 8 months ago
- Interpretable Gland-Graph Networks☆22Updated last year
- ☆37Updated 2 years ago
- Histomic Prognostic Signature (HiPS): A population-level computational histologic signature for invasive breast cancer prognosis☆32Updated last year
- Transcriptomics-guided Slide Representation Learning in Computational Pathology - CVPR 2024☆108Updated last year
- Tools to build deep learning pipelines.☆109Updated 11 months ago
- First commit☆63Updated 3 years ago
- Amgad M, Salgado R, Cooper LA. A panoptic segmentation approach for tumor-infiltrating lymphocyte assessment: development of the MuTILs m…☆25Updated last month
- ZoomMIL is a multiple instance learning (MIL) method that learns to perform multi-level zooming for efficient Whole-Slide Image (WSI) cla…☆67Updated 2 years ago
- Awesome List of Digital and Computational Pathology Resources☆83Updated 9 months ago
- ☆19Updated last year
- Context-Aware Survival Prediction using Patch-based Graph Convolutional Networks - MICCAI 2021☆154Updated last year
- End-to-end pipeline to go from raw H&E slides to normalised extracted features for training☆27Updated last year
- A package for working with whole-slide data including a fast batch iterator that can be used to train deep learning models.☆106Updated 10 months ago
- Solid Tumor Associative Modeling in Pathology☆89Updated this week
- Histopathology Image Analysis☆92Updated 2 years ago
- Implementation of LA_MIL, Local Attention Graph-based Transformer for WSIs, PyTorch☆24Updated 2 years ago
- ☆101Updated last year
- A Python package for handling histopathology whole-slide images using multiple instance learning (MIL) techniques.☆29Updated last year
- ☆27Updated 10 months ago
- [MICCAI 2023 Oral] The official code of "Pathology-and-genomics Multimodal Transformer for Survival Outcome Prediction" (top 9%)☆97Updated 7 months ago