MLNeurosurg / deepglioma
AI-based molecular classification of diffuse gliomas using rapid, label-free optical imaging
☆25Updated 2 years ago
Related projects: ⓘ
- Code and evaluation repository for the paper☆73Updated 4 months ago
- Implementation of LA_MIL, Local Attention Graph-based Transformer for WSIs, PyTorch☆22Updated 11 months ago
- ☆42Updated 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 MRI image analysis☆35Updated 2 years ago
- ☆49Updated 2 years ago
- ☆35Updated last year
- Context-Aware Survival Prediction using Patch-based Graph Convolutional Networks - MICCAI 2021☆116Updated 4 months ago
- Morphological Prototyping for Unsupervised Slide Representation Learning in Computational Pathology - CVPR 2024☆66Updated this week
- [The Lancet Digital Health, MICCAI2020 Oral] The official code of "Spatially-aware Graph Neural Networks and Cross-level Molecular Profil…☆23Updated 11 months ago
- Histopathology Image Analysis☆89Updated last year
- Modeling Dense Multimodal Interactions Between Biological Pathways and Histology for Survival Prediction - CVPR 2024☆91Updated 5 months ago
- Sparse Convolutional Context-Aware Multiple Instance Learning for Whole Slide Image Classification | https://arxiv.org/abs/2105.02726☆25Updated 2 years ago
- [MICCAI 2023 Oral] The official code of "Pathology-and-genomics Multimodal Transformer for Survival Outcome Prediction" (top 9%)☆69Updated 7 months ago
- Clinical Histopathology Imaging Evaluation Foundation Model☆80Updated this week
- Deep learning enabled assessment of cardiac allograft rejection from endomyocardial biopsies- Nature Medicine☆28Updated 2 years ago
- Solid Tumor Associative Modeling in Pathology☆29Updated last month
- Simple library for preprocessing histopathological whole-slide images (WSI) into tiles (a.k.a. patches) towards deep learning☆48Updated 11 months ago
- DeepMTS: Deep Multi-Task Survival model for joint survival prediction and tumor segmentation☆26Updated 8 months ago
- ☆43Updated last year
- Weakly-supervised learning pipeline for histopathology images. Publications: Biomarker prediction in colorectal cancer (CRC)☆64Updated 7 months ago
- List of pathology feature extractors☆32Updated this week
- Tools for whole slide image (WSI) processing. Especially for (pairwise) patch extraction, annotation parsing and data preparation for dee…☆36Updated 4 months ago
- ☆11Updated 4 years ago
- MICCAI2020. "Multiple Instance Learning with Center Embeddings for Histopathology Image Classification"☆36Updated 3 years ago
- Analysis of 3D pathology samples using weakly supervised AI - Cell☆89Updated this week
- Visual Language Pretrained Multiple Instance Zero-Shot Transfer for Histopathology Images - CVPR 2023☆87Updated last year
- Exploring prognostic indicators in pathological images of hepatocellular carcinoma based on deep learning☆37Updated 3 years ago
- ☆15Updated 2 years ago
- First commit☆56Updated 2 years ago