USTC-HIlab / MDNNMDLinks
An implementation of multimodal deep neural network, a new model for human breast cancer prognosis prediction.
☆30Updated 7 years ago
Alternatives and similar repositories for MDNNMD
Users that are interested in MDNNMD are comparing it to the libraries listed below
Sorting:
- Attention Based Deep 3D Multiple Instance Learning☆25Updated 5 years ago
- Deep Learning with Multimodal Representation for Pancancer Prognosis Prediction☆89Updated 6 years ago
- Official code for Breast Cancer Histopathology Image Classification and Localization using Multiple Instance Learning☆79Updated 5 years ago
- ☆35Updated 3 years ago
- AdaMSS: Adaptive Multi-Modality Segmentation-to-Survival Learning for Survival Outcome Prediction☆15Updated last year
- ☆14Updated 6 years ago
- ☆16Updated 4 years ago
- Dynamic Affine Feature Map Transform☆52Updated last year
- MICCAI2020. "Multiple Instance Learning with Center Embeddings for Histopathology Image Classification"☆38Updated 4 years ago
- Multi-TransSP for MICCAI2022☆18Updated 3 years ago
- Deep Learning MRI image analysis☆44Updated 3 years ago
- ☆12Updated last year
- [CVAMD 2021] "End-to-End Learning of Fused Image and Non-Image Feature for Improved Breast Cancer Classification from MRI"☆43Updated 2 years ago
- DeepMTS: Deep Multi-Task Survival model for joint survival prediction and tumor segmentation☆31Updated last year
- ☆14Updated 4 years ago
- Whole Slide Image segmentation with weakly supervised multiple instance learning on TCGA | MICCAI2020 https://arxiv.org/abs/2004.05024☆142Updated 4 years ago
- Hierarchical probabilistic 3D U-Net, with attention mechanisms (—𝘈𝘵𝘵𝘦𝘯𝘵𝘪𝘰𝘯 𝘜-𝘕𝘦𝘵, 𝘚𝘌𝘙𝘦𝘴𝘕𝘦𝘵) and a nested decoder str…☆43Updated 3 years ago
- ☆13Updated 5 years ago
- Hand-crafted radiomics and deep learning-based radiomcis features extraction.☆88Updated 3 years ago
- ☆37Updated 4 years ago
- Codes used for the paper "Identification of Precise 3D CT Radiomics for Habitat Computation by Machine Learning in Cancer"☆33Updated 4 months ago
- ☆16Updated last year
- Deep-learning Radiomics for Classification Modelling☆85Updated 3 years ago
- ☆55Updated 8 months ago
- HistoSegNet: Semantic Segmentation of Histological Tissue Type in Whole Slide Images (ICCV 2019)☆94Updated 5 years ago
- ☆27Updated 4 years ago
- A biologically interpretable integrative deep learning model that integrates PAthological images and GEnomic data☆18Updated 5 years ago
- Deep learning cardiac motion analysis for survival prediction☆84Updated 2 years ago
- Source code for SpatialExtractor-TemporalEncoder-Integration-Classifier (STIC) model☆27Updated 3 years ago
- Code related to the PANDA challenge on artificial intelligence for Gleason grading☆18Updated 4 years ago