Sbrussee / PathBench-MILLinks
PathBench-MIL: A comprehensive, flexible Benchmarking / AutoML framework for multiple instance learning in Histopathology
☆20Updated 2 weeks ago
Alternatives and similar repositories for PathBench-MIL
Users that are interested in PathBench-MIL are comparing it to the libraries listed below
Sorting:
- Weakly-supervised learning pipeline for histopathology images. Publications: Biomarker prediction in colorectal cancer (CRC)☆83Updated last year
- Standardized benchmark for computational pathology foundation models.☆107Updated 2 months ago
- Context-Aware Survival Prediction using Patch-based Graph Convolutional Networks - MICCAI 2021☆155Updated last year
- Morphological Prototyping for Unsupervised Slide Representation Learning in Computational Pathology - CVPR 2024☆141Updated 8 months ago
- ☆37Updated 2 years ago
- Histopathology Image Analysis☆92Updated 2 years ago
- Awesome List of Digital and Computational Pathology Resources☆86Updated 9 months ago
- ☆57Updated 3 years ago
- A package for working with whole-slide data including a fast batch iterator that can be used to train deep learning models.☆107Updated this week
- ☆101Updated last year
- ☆27Updated 8 months ago
- Feather - Lightweight supervised slide foundation models (ICML 2025)☆99Updated 2 months ago
- Solid Tumor Associative Modeling in Pathology☆92Updated this week
- HoVer-Net inference code for simultaneous nuclear segmentation and classification☆69Updated 2 years ago
- DAS-MIL: Distilling Across Scales for MILClassification of Histological WSIs☆62Updated 10 months ago
- ☆71Updated 4 years ago
- Implementation of LA_MIL, Local Attention Graph-based Transformer for WSIs, PyTorch☆24Updated 2 years ago
- First commit☆63Updated 3 years ago
- ☆27Updated 11 months ago
- ☆36Updated 7 months ago
- Histomic Prognostic Signature (HiPS): A population-level computational histologic signature for invasive breast cancer prognosis☆32Updated last year
- Analysis of 3D pathology samples using weakly supervised AI - Cell☆107Updated 9 months ago
- Modeling Dense Multimodal Interactions Between Biological Pathways and Histology for Survival Prediction - CVPR 2024☆152Updated 11 months ago
- Transcriptomics-guided Slide Representation Learning in Computational Pathology - CVPR 2024☆108Updated last year
- Virtual Alignment of pathoLogy Image Series☆185Updated 4 months ago
- Histopathology Slides Preprocessing Pipeline☆42Updated 7 months ago
- Gpu accelerated vahadane stain normalization for Digital Pathology workflows.☆25Updated last year
- 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
- Re-stained whole slide image alignment☆35Updated 2 years ago
- Amgad M, Salgado R, Cooper LA. A panoptic segmentation approach for tumor-infiltrating lymphocyte assessment: development of the MuTILs m…☆25Updated 2 months ago