mahmoodlab / CPATH_demographics
Demographic bias in misdiagnosis by computational pathology models - Nature Medicine
☆13Updated 9 months ago
Alternatives and similar repositories for CPATH_demographics:
Users that are interested in CPATH_demographics are comparing it to the libraries listed below
- [The Lancet Digital Health, MICCAI2020 Oral] The official code of "Spatially-aware Graph Neural Networks and Cross-level Molecular Profil…☆25Updated last year
- ☆10Updated 3 years ago
- ☆26Updated 2 years ago
- [MICCAI 2023 Oral] The official code of "Pathology-and-genomics Multimodal Transformer for Survival Outcome Prediction" (top 9%)☆87Updated 4 months ago
- Code from Foersch et al. (Under Construction / Development)☆36Updated last year
- Code and data for MICCAI 2022 accepted paper: Survival Prediction of Brain Cancer with Incomplete Radiology, Pathology, Genomics, and Dem…☆18Updated 11 months ago
- AI-based molecular classification of diffuse gliomas using rapid, label-free optical imaging☆31Updated 2 years ago
- ☆29Updated 3 years ago
- ☆53Updated last week
- Deep learning enabled assessment of cardiac allograft rejection from endomyocardial biopsies- Nature Medicine☆30Updated 2 years ago
- SI-MIL☆26Updated last month
- ☆15Updated 4 months ago
- Multimodal fusion for heterogeneous biomedical data. NeurIPS 2024.☆47Updated 2 months ago
- Multimodal deep learning to predict distant recurrence-free probability from digitized H&E tumour slide and tumour stage.☆34Updated 2 months ago
- ☆49Updated last year
- ☆20Updated 7 months ago
- Implementation of LA_MIL, Local Attention Graph-based Transformer for WSIs, PyTorch☆24Updated last year
- Multimodal prototyping for cancer survival prediction - ICML 2024☆69Updated this week
- source code of Inter-MIL: self-interactive multi-instance learning☆11Updated last year
- Solid Tumor Associative Modeling in Pathology☆59Updated this week
- [MedIA 2024] The implementation of AdvMIL: Adversarial Multiple Instance Learning for the Survival Analysis on Whole-Slide Images☆32Updated last year
- First commit☆60Updated 2 years ago
- MADELEINE: multi-stain slide representation learning (ECCV'24)☆43Updated this week
- Graph attention-based fusion of pathology images and gene expression for prediction of cancer survival☆12Updated 2 months ago
- This package provides tools for training supervised machine learning models for computational pathology tasks using tile-level embeddings…☆36Updated 6 months ago
- GrandQC tool for tissue detection and quality control in pathology☆25Updated last month
- End-to-end pipeline to go from raw H&E slides to normalised extracted features for training☆23Updated 11 months ago
- Variance pooling to incorporate ITH in CPath models - MICCAI 2022☆23Updated 2 years ago