leriomaggio / deep-learning-health-life-sciences
Workshop on Deep Learning for Health and Life Sciences
☆14Updated last year
Related projects ⓘ
Alternatives and complementary repositories for deep-learning-health-life-sciences
- Testing if UMAP/tSNE overfit their intrinsic dimensionality☆13Updated last year
- Tofu is a Python tool for generating synthetic UK Biobank data.☆56Updated last year
- Website for ML4H Symposium☆22Updated 5 months ago
- EmbedGEM: A framework to evaluate the utility of embeddings for genetic discovery☆20Updated last month
- Tools for building and manipulating graphs in Python☆41Updated last year
- Pandas ExtensionDtypes for dealing with genomics data☆47Updated 2 weeks ago
- Machine learning on electronic health records☆11Updated 6 years ago
- Bootstrap Elastic net regression from Time Series is a vector-autoregressive approach to causal inference from gene expression time serie…☆17Updated last year
- Deep learning methods for feature selection in gene expression autism data.☆34Updated 2 years ago
- Multifactorial modeling of response to checkpoint inhibitor immunotherapy from tumor, immune, and clinical features☆14Updated 6 years ago
- ☆58Updated last year
- R package for Cardiovascular Risk Dataset and Data generation script☆13Updated 5 years ago
- interpret deep learning models in a framework-independent fashion☆41Updated last year
- AutoScore: An Interpretable Machine Learning-Based Automatic Clinical Score Generator☆32Updated this week
- Codebase for "AutoPrognosis: Automated Clinical Prognostic Modeling via Bayesian Optimization", ICML 2018.☆56Updated 3 years ago
- Explaining dimensionality results using SHAP values☆52Updated 2 years ago
- Diverse and generative ML benchmarks☆14Updated 2 years ago
- Denoising Autoencoders for Phenotype Stratification☆42Updated 6 years ago
- deep learning toolkit (written on top of tensorflow) to streamline computational biology analysis☆23Updated last year
- ☆10Updated 3 years ago
- Ideas, code and results of the 2018 CytoData hackathon☆11Updated 10 months ago
- The Baseline Site Selection Tool implements simulation tools for clinical trial enrollment.☆18Updated 2 years ago
- An experimental deep learning & genotype network-based system for predicting new influenza protein sequences.☆37Updated last year
- Creating multi-resolution embeddings and clusters from high dimensional data☆48Updated last month
- A spectral method for assessing and combining multiple data visualizations☆48Updated last year
- This is a read-only mirror of the CRAN R package repository. SNFtool — Similarity Network Fusion☆18Updated 3 years ago
- generalized principal component analysis (GLM-PCA) implemented in python☆57Updated 3 years ago
- Search public databases for given genotypic information☆10Updated 6 years ago
- CPU and GPU deterministic and therefore fully reproducible machine learning pipelines using MLflow.☆46Updated last year
- Genomic Selection using Neural Networks implemented in TensorFlow☆10Updated 6 years ago