trislaz / gigasslLinks
Repository for the Giga-SSL paper
☆26Updated last year
Alternatives and similar repositories for gigassl
Users that are interested in gigassl are comparing it to the libraries listed below
Sorting:
- Feather - Lightweight supervised slide foundation models (ICML 2025)☆113Updated 4 months ago
- Weakly-supervised learning pipeline for histopathology images. Publications: Biomarker prediction in colorectal cancer (CRC)☆85Updated last year
- Multimodal prototyping for cancer survival prediction - ICML 2024☆102Updated 9 months ago
- Morphological Prototyping for Unsupervised Slide Representation Learning in Computational Pathology - CVPR 2024☆144Updated 9 months ago
- DAS-MIL: Distilling Across Scales for MILClassification of Histological WSIs☆62Updated last year
- List of pathology feature extractors and foundation models☆158Updated 5 months ago
- Standardized benchmark for computational pathology foundation models.☆116Updated 3 weeks ago
- ☆27Updated 10 months ago
- ☆57Updated 3 years ago
- Amgad M, Salgado R, Cooper LA. A panoptic segmentation approach for tumor-infiltrating lymphocyte assessment: development of the MuTILs m…☆25Updated 3 months ago
- Tools to build deep learning pipelines.☆112Updated last year
- Histomic Prognostic Signature (HiPS): A population-level computational histologic signature for invasive breast cancer prognosis☆32Updated last year
- First commit☆64Updated 3 years ago
- Interpretable Gland-Graph Networks☆22Updated last year
- GrandQC tool for tissue detection and quality control in pathology☆76Updated 8 months ago
- ☆102Updated 2 years ago
- ☆37Updated 2 years ago
- Transcriptomics-guided Slide Representation Learning in Computational Pathology - CVPR 2024☆111Updated last year
- A Trained Network for Histopathology Image Representation☆20Updated last year
- Context-Aware Survival Prediction using Patch-based Graph Convolutional Networks - MICCAI 2021☆157Updated last year
- ZoomMIL is a multiple instance learning (MIL) method that learns to perform multi-level zooming for efficient Whole-Slide Image (WSI) cla…☆68Updated 3 years ago
- ☆28Updated last year
- A package for working with whole-slide data including a fast batch iterator that can be used to train deep learning models.☆107Updated 3 weeks ago
- Awesome List of Digital and Computational Pathology Resources☆93Updated 10 months ago
- ☆19Updated 2 years ago
- Implementation of LA_MIL, Local Attention Graph-based Transformer for WSIs, PyTorch☆24Updated 2 years ago
- Solid Tumor Associative Modeling in Pathology☆102Updated this week
- Artificial Intelligence predicts immune and inflammatory gene signatures directly from hepatocellular carcinoma histology images☆20Updated last year
- [MICCAI 2023 Oral] The official code of "Pathology-and-genomics Multimodal Transformer for Survival Outcome Prediction" (top 9%)☆100Updated 8 months ago
- Modeling Dense Multimodal Interactions Between Biological Pathways and Histology for Survival Prediction - CVPR 2024☆156Updated last year