Name: Gregory Way
Type: User
Company: University of Colorado Anschutz
Bio: Assistant Professor in Department of Biomedical Informatics @wayscience | Data science, machine learning, cell morphology, genomics, and cancer
Twitter: gwaybio
Location: Aurora, Colorado
Blog: https://www.waysciencelab.com
Gregory Way's Projects
A special GitHub repository for setting the Cytomining organization profile and default community health files.
Analysis of results of the Data Science Bowl 2018
Translating morphology data across single-cell modalities (CZI)
Predicting pharmacodynamic responses to cancer drugs using cell morphology
Docker image for downloading IDR datasets
😎 Awesome lists about all kinds of interesting topics
Awesome CV is LaTeX template for your outstanding job application
A curated list of awesome cytodata resources
Conda recipes for the bioconda channel.
Utilities for building and managing bioconda recipes
The repository stores the analytical code for the pre-release of the manuscript titled "Tumor subtype and cell type independent DNA methylation alternations reveals twelve genes associated with low stage breast carcinoma".
For helping with bjob submissions on an LSF cluster
TCGA data acquisition and processing for Project Cognoma
Code to generate header image for Childhood Cancer Data Lab website
Predicting Cell Health with Morphological Profiles
Data processing for the Cell Painting data from the Cell Health experiments
Cell image classsification with neural networks (MLP, ConvNet) and other statistical ML models (SVM, LDA, LR, etc.).
Power analyses for cell morphology readouts
Cataloging papers on cell state - Data, experiments, methods, and theory
Data processing for CFReT pilot images.
Rigor, Reproducibility, Transparency, and Reagent Validity for Computational Biologists
Course on computing skills in bioinformatics
Methods for Image-Based Cell Profiling
A package for storing morphological profiling data.
Common Evaluation Metrics for DataFrames