whiteyunjie / ROAM
A transformer-based weakly supervised computational pathology method for clinical-grade diagnosis and molecular state revelation of gliomas
☆33Updated 3 months ago
Alternatives and similar repositories for ROAM:
Users that are interested in ROAM are comparing it to the libraries listed below
- ☆49Updated last year
- Multimodal deep learning to predict distant recurrence-free probability from digitized H&E tumour slide and tumour stage.☆37Updated 2 months ago
- ☆56Updated last month
- GrandQC tool for tissue detection and quality control in pathology☆30Updated this week
- Exploring prognostic indicators in pathological images of hepatocellular carcinoma based on deep learning☆42Updated 4 years ago
- [MICCAI 2023 Oral] The official code of "Pathology-and-genomics Multimodal Transformer for Survival Outcome Prediction" (top 9%)☆90Updated last week
- First commit☆60Updated 2 years ago
- This repo provides the pipeline of processing TCGA whole-slide images for downstream pathology analysis.☆61Updated 2 months ago
- A generative toolkit to translate H&E images to multiplexed IHC☆35Updated 3 months ago
- Morphological Prototyping for Unsupervised Slide Representation Learning in Computational Pathology - CVPR 2024☆119Updated 2 weeks ago
- Weakly-supervised learning pipeline for histopathology images. Publications: Biomarker prediction in colorectal cancer (CRC)☆67Updated last year
- This package provides tools for training supervised machine learning models for computational pathology tasks using tile-level embeddings…☆36Updated 6 months ago
- Solid Tumor Associative Modeling in Pathology☆63Updated 3 weeks ago
- Multimodal prototyping for cancer survival prediction - ICML 2024☆74Updated 2 weeks ago
- Spatially Resolved Gene Expression Prediction from H&E Histology Images via Bi-modal Contrastive Learning☆72Updated 4 months ago
- ☆52Updated 3 years ago
- PyTorch implementation of HisToGene☆34Updated 3 years ago
- ☆90Updated 10 months ago
- [The Lancet Digital Health, MICCAI2020 Oral] The official code of "Spatially-aware Graph Neural Networks and Cross-level Molecular Profil…☆26Updated last year
- ☆48Updated 2 months ago
- A Trained Network for Histopathology Image Representation☆16Updated 9 months ago
- MOMA☆53Updated 11 months ago
- Transcriptomics-guided Slide Representation Learning in Computational Pathology - CVPR 2024☆93Updated 4 months ago
- A vision language model for gigapixel whole slide images in histopathology☆37Updated 5 months ago
- Code from Foersch et al. (Under Construction / Development)☆36Updated last year
- MADELEINE: multi-stain slide representation learning (ECCV'24)☆47Updated 3 weeks ago
- CEll spatial Organization-based graph convolutional network☆24Updated last year
- sc-MTOP is an analysis framework based on deep learning and computational pathology. This framework aims to characterize the tumor ecosys …☆29Updated 3 months ago
- Python library for processing whole slide images (WSIs) in sdpc format☆50Updated last month
- Code for the THItoGene☆16Updated 9 months ago