novasmedley / deepRadiogenomics
Methods for training and interpreting deep radiogenomic neural networks
☆13Updated 4 years ago
Related projects ⓘ
Alternatives and complementary repositories for deepRadiogenomics
- Data and code to accompany our Nature publication☆43Updated 2 years ago
- Scripts for data processing☆41Updated 5 months ago
- A tool to perform comprehensive analysis of high-dimensional radiomic datasets☆14Updated 2 years ago
- ☆45Updated 2 years ago
- HCC_Deep_learning☆18Updated 4 years ago
- Pan-cancer computational histopathology reveals mutations, tumor composition and prognosis☆74Updated 3 years ago
- Radiomics Analysis for Prediction of EGFR Mutations and Ki-67 Proliferation Index in Patients with Non-Small Cell Lung Cancer☆13Updated 2 years ago
- ☆25Updated last year
- Pan-cancer tils analysis study by Hongming Xu☆13Updated 4 years ago
- deep learning pipeline repository for the paper "Geospatial immune variability illuminates differential evolution of lung adenocarcinoma…☆50Updated 4 years ago
- Repository for transferGWAS, a deep learning method for performing genome-wide association studies on full medical imaging data.☆11Updated 2 years ago
- A biologically interpretable integrative deep learning model that integrates PAthological images and GEnomic data☆19Updated 4 years ago
- SALMON: Survival Analysis Learning with Multi-Omics Neural Networks☆69Updated 3 weeks ago
- A neural network software for using Molecular labelling to improve pathological annotation of H and E tissues☆29Updated last year
- Code from Foersch et al. (Under Construction / Development)☆35Updated last year
- A pan-cancer platform for mutation prediction from routine histology☆67Updated 3 years ago
- ☆30Updated 3 years ago
- Survival Convolutional Neural Networks☆68Updated last year
- ☆11Updated 4 years ago
- 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…☆49Updated last week
- ☆23Updated 4 years ago
- ☆14Updated 5 years ago
- ☆20Updated 2 years ago
- Multimodal deep learning to predict distant recurrence-free probability from digitized H&E tumour slide and tumour stage.☆32Updated 5 months ago
- DLBCL-Morph dataset containing high resolution tissue microarray scans from 209 DLBCL cases, with geometric features computed using deep …☆36Updated 3 years ago
- ☆12Updated last year
- A Python library for deep learning on whole-slide images☆50Updated 3 years ago
- public repository for "Fully Automated Hybrid Network to Predict IDH Mutation Status of Glioma via Deep Learning and Radiomics"☆1Updated last year
- The Zhang's lab aims to provide a model or GUI of algorithm for example and further studies. ALL of them are used just for research, but…☆10Updated 4 years ago
- ☆18Updated last year