MLNeurosurg / deepglioma
AI-based molecular classification of diffuse gliomas using rapid, label-free optical imaging
☆32Updated 2 years ago
Alternatives and similar repositories for deepglioma
Users that are interested in deepglioma are comparing it to the libraries listed below
Sorting:
- Radiopathomics: a framework of fusing multi-scale images information to enrich description of tumor heterogeneity for LARC patients prior…☆20Updated 4 years ago
- Deep learning enabled assessment of cardiac allograft rejection from endomyocardial biopsies- Nature Medicine☆31Updated 2 years ago
- ☆55Updated 3 years ago
- Implementation of LA_MIL, Local Attention Graph-based Transformer for WSIs, PyTorch☆25Updated last year
- ☆35Updated 2 years ago
- [The Lancet Digital Health, MICCAI2020 Oral] The official code of "Spatially-aware Graph Neural Networks and Cross-level Molecular Profil…☆26Updated last year
- Histomic Prognostic Signature (HiPS): A population-level computational histologic signature for invasive breast cancer prognosis☆26Updated last year
- ☆50Updated last month
- ☆52Updated last year
- Code from Foersch et al. (Under Construction / Development)☆36Updated last year
- First commit☆61Updated 2 years ago
- Simple library for preprocessing histopathological whole-slide images (WSI) into tiles (a.k.a. patches) towards deep learning☆53Updated last year
- Analysis of 3D pathology samples using weakly supervised AI - Cell☆99Updated 3 months ago
- Deep Learning MRI image analysis☆42Updated 2 years ago
- Code and data for MICCAI 2022 accepted paper: Survival Prediction of Brain Cancer with Incomplete Radiology, Pathology, Genomics, and Dem…☆19Updated last year
- [Nature Machine Intelligence 2024] Code and evaluation repository for the paper☆107Updated 2 months ago
- [MICCAI 2023 Oral] The official code of "Pathology-and-genomics Multimodal Transformer for Survival Outcome Prediction" (top 9%)☆95Updated 2 months ago
- MRI-based quantitative measure of intra-tumoral heterogeneity in breast cancer☆29Updated last year
- DeeperHistReg - Source Code☆59Updated last year
- Tools to build deep learning pipelines.☆102Updated 6 months ago
- ☆13Updated 5 years ago
- Modeling Dense Multimodal Interactions Between Biological Pathways and Histology for Survival Prediction - CVPR 2024☆135Updated 5 months ago
- Standardized benchmark for computational pathology foundation models.☆67Updated last week
- Codes used for the paper "Precise 3D CT-Radiomics for Habitat Computation by Machine Learning in Cancer with Histological and MRI correla…☆26Updated 10 months ago
- [MedIA 2024] The implementation of AdvMIL: Adversarial Multiple Instance Learning for the Survival Analysis on Whole-Slide Images☆35Updated last year
- Codebase for Lung PET/CT Survival Analysis☆11Updated 3 years ago
- Demographic bias in misdiagnosis by computational pathology models - Nature Medicine☆13Updated last year
- Morphological Prototyping for Unsupervised Slide Representation Learning in Computational Pathology - CVPR 2024☆125Updated 2 months ago
- Weakly-supervised learning pipeline for histopathology images. Publications: Biomarker prediction in colorectal cancer (CRC)☆68Updated last year
- public repository for "Fully Automated Hybrid Network to Predict IDH Mutation Status of Glioma via Deep Learning and Radiomics"☆3Updated 2 years ago