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Erik Serrano's Projects

cell-health-data icon cell-health-data

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

csci-5931-finalproject icon csci-5931-finalproject

DeepLearning Neural Network that classifies different types of cellular division states using image-based profiles

cytotable icon cytotable

Transform data for processing image-based profiling readouts with Pycytominer.

cytotrajectory icon cytotrajectory

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

genequest icon genequest

De Novo gene searching algorithm using De Bruijn graphs

jump-single-cell icon jump-single-cell

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

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).

nf1_cellpainting_data icon nf1_cellpainting_data

This repository contains all the modules to perform image-based analysis with CellProfiler on NF1 Schwann cell data.

pdb-tools icon pdb-tools

A dependency-free cross-platform swiss army knife for PDB files.

speechgpt icon speechgpt

💬 SpeechGPT is a web application that enables you to converse with ChatGPT.

staged-recipes icon staged-recipes

A place to submit conda recipes before they become fully fledged conda-forge feedstocks

vseek icon vseek

Virome Characterization tool

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