millett / pathology_learningLinks
Using traditional machine learning and deep learning methods to predict stuff from TCGA pathology slides.
☆18Updated 7 years ago
Alternatives and similar repositories for pathology_learning
Users that are interested in pathology_learning are comparing it to the libraries listed below
Sorting:
- DCAP:Integrating multi-omics data with deep learning for predicting cancer prognosis☆21Updated 4 years ago
- Convolutional neural networks for extracting a "deep stroma score" from histological images of human cancer☆17Updated 5 years ago
- ☆56Updated 3 years ago
- Multimodality Fusion Subtyping (Nature Communications)☆30Updated 8 months ago
- deep learning pipeline repository for the paper "Geospatial immune variability illuminates differential evolution of lung adenocarcinoma…☆52Updated 5 years ago
- SALMON: Survival Analysis Learning with Multi-Omics Neural Networks☆67Updated last year
- The Single-Cell Pathology Landscape of Breast Cancer☆27Updated 5 years ago
- SEQUOIA: Digital profiling of cancer transcriptomes with grouped vision attention☆44Updated 6 months ago
- Deep-Learning framework for multi-omic and survival data integration☆86Updated 2 years ago
- This project consists of three parts: Random forest model for GC diagnosis and Predict the survival outcomes of GC patient using RSF meth…☆31Updated last year
- Spatial cellular architecture predicts prognosis in glioblastoma - Nature Communications☆25Updated 2 years ago
- Pan-cancer quantitative histopathology analysis using deep learning☆12Updated 3 years ago
- ☆35Updated 4 years ago
- Containerized cancer subtype prediction tools for gene expression, miRNA, DNA methylation, somatic mutations and copy number variation.☆28Updated 8 months ago
- ☆32Updated 4 years ago
- ☆47Updated 8 years ago
- A pan-cancer platform for mutation prediction from routine histology☆69Updated 4 years ago
- ☆34Updated 3 years ago
- TCGA BLCA tmb prediction by Hongming Xu☆13Updated 5 years ago
- ☆17Updated 6 years ago
- Immune Profiling of Atherosclerotic Plaques Identifies☆10Updated 2 years ago
- ☆46Updated last year
- ☆14Updated 2 years ago
- Classifying tumor types based on Whole Genome Sequencing (WGS) data☆49Updated 2 years ago
- IHC-image analysis workflow☆23Updated 7 years ago
- Pan-cancer computational histopathology reveals mutations, tumor composition and prognosis☆77Updated 5 years ago
- Morphology-Enhanced Spatial Transcriptome Analysis Integrator☆27Updated 9 months ago
- ☆22Updated 3 years ago
- ☆35Updated last week
- ☆26Updated 5 years ago