trislaz / gigasslLinks
Repository for the Giga-SSL paper
☆24Updated 9 months ago
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☆138Updated 5 months ago
- Feather - Lightweight supervised slide foundation models (ICML 2025)☆74Updated last week
- Multimodal prototyping for cancer survival prediction - ICML 2024☆87Updated 5 months ago
- ☆55Updated 3 years ago
- First commit☆62Updated 3 years ago
- Weakly-supervised learning pipeline for histopathology images. Publications: Biomarker prediction in colorectal cancer (CRC)☆80Updated last year
- Standardized benchmark for computational pathology foundation models.☆92Updated this week
- Tools to build deep learning pipelines.☆104Updated 8 months ago
- ZoomMIL is a multiple instance learning (MIL) method that learns to perform multi-level zooming for efficient Whole-Slide Image (WSI) cla…☆66Updated 2 years ago
- Awesome List of Digital and Computational Pathology Resources☆68Updated 6 months ago
- List of pathology feature extractors and foundation models☆143Updated 2 months ago
- ☆102Updated last year
- Histomic Prognostic Signature (HiPS): A population-level computational histologic signature for invasive breast cancer prognosis☆30Updated last year
- Context-Aware Survival Prediction using Patch-based Graph Convolutional Networks - MICCAI 2021☆154Updated last year
- [MICCAI 2023 Oral] The official code of "Pathology-and-genomics Multimodal Transformer for Survival Outcome Prediction" (top 9%)☆97Updated 5 months ago
- DAS-MIL: Distilling Across Scales for MILClassification of Histological WSIs☆61Updated 8 months ago
- Transcriptomics-guided Slide Representation Learning in Computational Pathology - CVPR 2024☆105Updated 9 months ago
- ☆35Updated 2 years ago
- Implementation of LA_MIL, Local Attention Graph-based Transformer for WSIs, PyTorch☆24Updated last year
- This repo provides the pipeline of processing TCGA whole-slide images for downstream pathology analysis.☆74Updated 4 months ago
- Artificial Intelligence predicts immune and inflammatory gene signatures directly from hepatocellular carcinoma histology images☆20Updated last year
- ☆27Updated 6 months ago
- Interpretable Gland-Graph Networks☆22Updated last year
- ☆21Updated 8 months ago
- A package for working with whole-slide data including a fast batch iterator that can be used to train deep learning models.☆104Updated 8 months ago
- A Python package for handling histopathology whole-slide images using multiple instance learning (MIL) techniques.☆30Updated last year
- Corresponding code of 'Quiros A.C.+, Coudray N.+, Yeaton A., Yang X., Chiriboga L., Karimkhan A., Narula N., Pass H., Moreira A.L., Le Qu…☆68Updated 6 months ago
- RandStainNA: Simple and efficient augmentations for histology [MICCAI 2022]☆54Updated 2 years ago
- End-to-end pipeline to go from raw H&E slides to normalised extracted features for training☆26Updated last year
- Amgad M, Salgado R, Cooper LA. A panoptic segmentation approach for tumor-infiltrating lymphocyte assessment: development of the MuTILs m…☆23Updated 2 months ago