USTC-HIlab / MDNNMD
An implementation of multimodal deep neural network, a new model for human breast cancer prognosis prediction.
☆27Updated 6 years ago
Related projects ⓘ
Alternatives and complementary repositories for MDNNMD
- ☆15Updated 3 years ago
- Attention Based Deep 3D Multiple Instance Learning☆23Updated 4 years ago
- A biologically interpretable integrative deep learning model that integrates PAthological images and GEnomic data☆19Updated 4 years ago
- Deep Learning with Multimodal Representation for Pancancer Prognosis Prediction☆81Updated 5 years ago
- [The Lancet Digital Health, MICCAI2020 Oral] The official code of "Spatially-aware Graph Neural Networks and Cross-level Molecular Profil…☆25Updated last year
- Radiopathomics: a framework of fusing multi-scale images information to enrich description of tumor heterogeneity for LARC patients prior…☆21Updated 3 years ago
- Deep learning enabled assessment of cardiac allograft rejection from endomyocardial biopsies- Nature Medicine☆28Updated 2 years ago
- ☆9Updated 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
- ☆14Updated 5 years ago
- ☆28Updated 3 years ago
- Predicting genetics and providing segmentation of glioma☆17Updated 3 months ago
- ☆33Updated 2 years ago
- Context-Aware Survival Prediction using Patch-based Graph Convolutional Networks - MICCAI 2021☆126Updated 6 months ago
- Multi-TransSP for MICCAI2022☆18Updated 2 years ago
- Deep Learning MRI image analysis☆37Updated 2 years ago
- ☆13Updated 3 years ago
- Dynamic Affine Feature Map Transform☆36Updated 5 months ago
- DeepMTS: Deep Multi-Task Survival model for joint survival prediction and tumor segmentation☆25Updated 2 months ago
- ☆70Updated 3 years ago
- ☆15Updated 4 years ago
- Survival Convolutional Neural Networks☆68Updated last year
- ☆43Updated last year
- Radiomics Analysis for Prediction of EGFR Mutations and Ki-67 Proliferation Index in Patients with Non-Small Cell Lung Cancer☆13Updated 2 years ago
- review of Alzheimer's disease prediction paper☆19Updated 5 years ago
- Sparse Convolutional Context-Aware Multiple Instance Learning for Whole Slide Image Classification | https://arxiv.org/abs/2105.02726☆26Updated 3 years ago
- Official code for Breast Cancer Histopathology Image Classification and Localization using Multiple Instance Learning☆76Updated 4 years ago
- Data and code to accompany our Nature publication☆43Updated 2 years ago
- Image filters for digital pathology: detect pen marks, background, and artifacts. Use them for preprocessing towards deep learning☆25Updated 4 years ago
- Deep-learning Radiomics for Classification Modelling☆71Updated 2 years ago