USTC-HIlab / MDNNMD
An implementation of multimodal deep neural network, a new model for human breast cancer prognosis prediction.
☆29Updated 6 years ago
Alternatives and similar repositories for MDNNMD:
Users that are interested in MDNNMD are comparing it to the libraries listed below
- ☆15Updated 3 years ago
- Attention Based Deep 3D Multiple Instance Learning☆23Updated 4 years ago
- ☆29Updated 3 years ago
- public repository for "Fully Automated Hybrid Network to Predict IDH Mutation Status of Glioma via Deep Learning and Radiomics"☆2Updated last year
- Deep Learning MRI image analysis☆39Updated 2 years ago
- Dynamic Affine Feature Map Transform☆41Updated 8 months ago
- ☆33Updated 2 years ago
- A biologically interpretable integrative deep learning model that integrates PAthological images and GEnomic data☆19Updated 4 years ago
- ☆14Updated 5 years ago
- MICCAI2020. "Multiple Instance Learning with Center Embeddings for Histopathology Image Classification"☆37Updated 4 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
- Official code for "Self-Supervised driven Consistency Training for Annotation Efficient Histopathology Image Analysis" Published in Medic…☆62Updated 2 years ago
- Radiopathomics: a framework of fusing multi-scale images information to enrich description of tumor heterogeneity for LARC patients prior…☆21Updated 3 years ago
- Codes used for the paper "Precise 3D CT-Radiomics for Habitat Computation by Machine Learning in Cancer with Histological and MRI correla…☆22Updated 8 months ago
- Hierarchical probabilistic 3D U-Net, with attention mechanisms (—𝘈𝘵𝘵𝘦𝘯𝘵𝘪𝘰𝘯 𝘜-𝘕𝘦𝘵, 𝘚𝘌𝘙𝘦𝘴𝘕𝘦𝘵) and a nested decoder str…☆40Updated 3 years ago
- Context-Aware Survival Prediction using Patch-based Graph Convolutional Networks - MICCAI 2021☆138Updated 9 months ago
- An explainable longitudinal multi-modal fusion model for predicting neoadjuvant therapy response in breast cancer treatment☆13Updated 6 months ago
- Automatic Liver Tumor Segmentation on Dynamic Contrast Enhanced MRI Using 4D Information: Deep Learning Model Based on 3D Convolution and…☆12Updated 2 years ago
- Multi-TransSP for MICCAI2022☆18Updated 2 years ago
- ☆36Updated 3 years ago
- DeepMTS: Deep Multi-Task Survival model for joint survival prediction and tumor segmentation☆28Updated 5 months ago
- ☆30Updated 5 years ago
- Deep Learning with Multimodal Representation for Pancancer Prognosis Prediction☆83Updated 5 years ago
- ☆10Updated 3 years ago
- Brain MRIs classification using a ResNet-like architecture.☆21Updated 2 years ago
- ☆44Updated last year
- Radiomics (here mainly means hand-crafted based radiomics) contains data acquire, ROI segmentation, feature extraction, feature selection…☆41Updated 3 years ago
- The code for Kernel attention transformer (KAT)☆32Updated 8 months ago
- Official code for Breast Cancer Histopathology Image Classification and Localization using Multiple Instance Learning☆75Updated 4 years ago
- Deep learning cardiac motion analysis for survival prediction☆81Updated 2 years ago