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☆24Updated 5 years ago
- MICCAI2020. "Multiple Instance Learning with Center Embeddings for Histopathology Image Classification"☆38Updated 4 years ago
- Official code for Breast Cancer Histopathology Image Classification and Localization using Multiple Instance Learning☆79Updated 5 years ago
- HistoSegNet: Semantic Segmentation of Histological Tissue Type in Whole Slide Images (ICCV 2019)☆93Updated 5 years ago
- Deep Learning with Multimodal Representation for Pancancer Prognosis Prediction☆89Updated 6 years ago
- Multi-TransSP for MICCAI2022☆18Updated 3 years ago
- ☆16Updated 3 years ago
- Whole Slide Image segmentation with weakly supervised multiple instance learning on TCGA | MICCAI2020 https://arxiv.org/abs/2004.05024☆139Updated 4 years ago
- ☆14Updated 6 years ago
- Predicting gastric cancer outcome from resected lymph node histopathology images using deep learning☆36Updated 4 years ago
- ☆11Updated 8 months ago
- A biologically interpretable integrative deep learning model that integrates PAthological images and GEnomic data☆18Updated 5 years ago
- Official code for "Self-Supervised driven Consistency Training for Annotation Efficient Histopathology Image Analysis" Published in Medic…☆62Updated 3 years ago
- ☆71Updated 4 years ago
- ☆35Updated 2 years ago
- ☆45Updated 2 years ago
- Radiopathomics: a framework of fusing multi-scale images information to enrich description of tumor heterogeneity for LARC patients prior…☆22Updated 4 years ago
- AdaMSS: Adaptive Multi-Modality Segmentation-to-Survival Learning for Survival Outcome Prediction☆14Updated 7 months ago
- Multi-scale Domain-adversarial Multiple Instance Learning CNN (CVPR2020)☆78Updated 5 years ago
- DeepMTS: Deep Multi-Task Survival model for joint survival prediction and tumor segmentation☆30Updated 10 months ago
- H&E tailored Randaugment: automatic data augmentation policy selection for H&E-stained histopathology.☆55Updated 2 years ago
- ☆37Updated 3 years ago
- ☆13Updated 5 years ago
- Implementation of Cluster-to-Conquer: A Framework for End-to-End Multi-Instance Learning for Whole Slide Image Classification approach.☆61Updated 3 years ago
- Simple library for preprocessing histopathological whole-slide images (WSI) into tiles (a.k.a. patches) towards deep learning☆55Updated last year
- Deep Learning MRI image analysis☆43Updated 3 years ago
- ☆18Updated 4 years ago
- ☆55Updated 3 years ago
- Histopathology Image Analysis☆92Updated 2 years ago
- ☆53Updated 3 months ago