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The Way Lab's Projects

benchmarking_nf1_data icon benchmarking_nf1_data

Benchmarking data processing strategies for Cell Painting data of NF1 Schwann cells. See analysis repository (https://github.com/WayScience/NF1_SchwannCell_data_analysis) for information on how the data was interpreted.

cell-health-data icon cell-health-data

Data processing for the Cell Painting data from the Cell Health experiments

cellprofiler_prototyping icon cellprofiler_prototyping

This repository contains CellProfiler pipelines testing various steps within a cell image analysis pipeline.

cfret_data icon cfret_data

Image-based analysis of cardiac fibroblast datasets to uncover proprietary drug impact on reversing fibrosis

cosmicqc icon cosmicqc

coSMicQC is a software tool for Quality Control of Single cell Morphology profiles.

cytosnake icon cytosnake

Orchestrating high-dimensional cell morphology data processing pipelines

cytotrajectory icon cytotrajectory

CytoTrajectory: Drug Screening Trajectory Tracking with Image-based Profile Interpretability using Variational Auto Encoders (VAEs)

ic_test icon ic_test

This repository holds all of the research and code used to develop IC Test.

idr_stream icon idr_stream

Software for feature extraction from IDR image data

jump-single-cell icon jump-single-cell

Single cell analysis of the JUMP Cell Painting consortium pilot data (cpg0000)

lab-website-template icon lab-website-template

(Pre-release) An easy-to-use, flexible website template for labs, with automatic citations, GitHub tag imports, pre-built components, and more

mitocheck-map-analysis icon mitocheck-map-analysis

Utilizing the mean average precision (MAP) metric to assess reproducibility and perturbation effect on single-cell profiles in the MitoCheck dataset.

mitocheck_data icon mitocheck_data

All information regarding the download and processing of Mitocheck data from IDR study with accession idr0013 (screenA).

mitocheck_data_deprecated icon mitocheck_data_deprecated

All information regarding the download and processing of Mitocheck data from IDR study with accession idr0013 (screenA).

mitocheck_movies icon mitocheck_movies

All information regarding the download and processing of Mitocheck whole movies from IDR study with accession idr0013 (screenA).

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