leriomaggio / deep-learning-health-life-sciencesLinks
Workshop on Deep Learning for Health and Life Sciences
☆15Updated last year
Alternatives and similar repositories for deep-learning-health-life-sciences
Users that are interested in deep-learning-health-life-sciences are comparing it to the libraries listed below
Sorting:
- interpret deep learning models in a framework-independent fashion☆41Updated last month
- ☆61Updated 5 months ago
- Tofu is a Python tool for generating synthetic UK Biobank data.☆60Updated last year
- Codebase for "AutoPrognosis: Automated Clinical Prognostic Modeling via Bayesian Optimization", ICML 2018.☆56Updated 4 years ago
- Contains public materials for students enrolled in MITx: 6.871x, Machine Learning for Healthcare☆20Updated 4 years ago
- https://celehs.github.io/PheCAP/☆21Updated 4 years ago
- EmbedGEM: A framework to evaluate the utility of embeddings for genetic discovery☆21Updated 8 months ago
- MASI Lab Implementation of PheWAS in Python☆28Updated 7 months ago
- Multifactorial modeling of response to checkpoint inhibitor immunotherapy from tumor, immune, and clinical features☆14Updated 6 years ago
- An experimental deep learning & genotype network-based system for predicting new influenza protein sequences.☆37Updated last year
- Machine learning on electronic health records☆11Updated 7 years ago
- Phe2vec: Automated Disease Phenotyping based on Unsupervised Embeddings from Electronic Health Records☆24Updated 4 years ago
- Explaining dimensionality results using SHAP values☆54Updated 5 months ago
- HDR UK National Phenotype Library☆22Updated 2 years ago
- Machine-readable version of electronic health record phenotypes for Kuan V. and Denaxas S. et al.☆48Updated 11 months ago
- Deep learning methods for feature selection in gene expression autism data.☆36Updated 3 years ago
- CliMB: An AI-enabled Partner for Clinical Predictive Modeling☆19Updated 6 months ago
- Dynamic visualization of Electronic Health Record data in the OMOP framework☆28Updated 4 years ago
- R package for Cardiovascular Risk Dataset and Data generation script☆14Updated 6 years ago
- A Python module for loading phenotypic and genetic data from the UK Biobank.☆35Updated 4 years ago
- A spectral method for assessing and combining multiple data visualizations☆50Updated last year
- Coronavirus Disease 2019 (COVID-19) Clinical Data Repository☆52Updated last year
- Parallel opt-SNE implementation with Python wrapper☆37Updated 3 years ago
- Pandas ExtensionDtypes for dealing with genomics data☆47Updated 3 weeks ago
- CPU and GPU deterministic and therefore fully reproducible machine learning pipelines using MLflow.☆46Updated 2 years ago
- Denoising Autoencoders for Phenotype Stratification☆41Updated 6 years ago
- Large-scale automatic feature selection for biomarker discovery in high-dimensional OMICs data☆30Updated last year
- deep learning toolkit (written on top of tensorflow) to streamline computational biology analysis☆23Updated 2 years ago
- Testing if UMAP/tSNE overfit their intrinsic dimensionality☆15Updated last year
- ☆40Updated 3 years ago