gevaertlab / MultimodalPrognosisLinks
Deep Learning with Multimodal Representation for Pancancer Prognosis Prediction
☆89Updated 6 years ago
Alternatives and similar repositories for MultimodalPrognosis
Users that are interested in MultimodalPrognosis are comparing it to the libraries listed below
Sorting:
- SALMON: Survival Analysis Learning with Multi-Omics Neural Networks☆67Updated last year
- Multimodal deep learning model for long-term cancer survival prediction☆86Updated 3 years ago
- Fusing Histology and Genomics via Deep Learning - IEEE TMI☆328Updated 3 years ago
- First commit☆64Updated 3 years ago
- Survival Convolutional Neural Networks☆68Updated 2 years ago
- Data and code to accompany our Nature publication☆48Updated 3 years ago
- [The Lancet Digital Health, MICCAI2020 Oral] The official code of "Spatially-aware Graph Neural Networks and Cross-level Molecular Profil…☆24Updated 2 years ago
- Gene mutation and pathway activity prediction from H&E slides☆35Updated 3 years ago
- Pathway-based sparse deep neural network for survival analysis☆41Updated 2 years ago
- A biologically interpretable integrative deep learning model that integrates PAthological images and GEnomic data☆18Updated 5 years ago
- ☆57Updated 3 years ago
- Context-Aware Survival Prediction using Patch-based Graph Convolutional Networks - MICCAI 2021☆157Updated last year
- Multimodal fusion for heterogeneous biomedical data. NeurIPS 2024.☆88Updated 11 months ago
- Code from Foersch et al. (Under Construction / Development)☆37Updated 2 years ago
- AI-based pathology predicts origins for cancers of unknown primary - Nature☆177Updated 4 years ago
- Contains codes of DeepAttnMISL in MEDIA'20☆60Updated 4 years ago
- ☆71Updated 4 years ago
- predict microsatellite status from hematoxylin-eosin histology of gastrointestinal cancer☆103Updated 6 years ago
- A set of codes to classify H&E slides using deep learning☆29Updated 3 years ago
- Tools to build deep learning pipelines.☆112Updated last year
- Whole Slide Image segmentation with weakly supervised multiple instance learning on TCGA | MICCAI2020 https://arxiv.org/abs/2004.05024☆142Updated 4 years ago
- Histopathology Image Analysis☆93Updated 2 years ago
- Pan-Cancer Integrative Histology-Genomic Analysis via Multimodal Deep Learning - Cancer Cell☆230Updated 2 years ago
- Multimodal Co-Attention Transformer for Survival Prediction in Gigapixel Whole Slide Images - ICCV 2021☆225Updated 3 years ago
- Predicting gastric cancer outcome from resected lymph node histopathology images using deep learning☆35Updated 4 years ago
- Modeling Dense Multimodal Interactions Between Biological Pathways and Histology for Survival Prediction - CVPR 2024☆156Updated last year
- ☆57Updated 2 years ago
- ☆46Updated 2 years ago
- ☆49Updated 3 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…☆77Updated 10 months ago