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cellprofiling's Projects

auto_acq icon auto_acq

This project means to automate confocal image acquisition.

bioloaders icon bioloaders

A repository of dataset objects for common datatypes in bio sciences.

cam_acq icon cam_acq

Python project to control microscope through client-server program.

covid19ai.io icon covid19ai.io

COVID19AI.IO -- An AI Model Repository for Fighting COVID-19

cpias icon cpias

:herb: Cell Profiling Image Analysis Server

docker_pytorch_extended icon docker_pytorch_extended

Uses the pytorch docker image to build an extended image with jupyter notebook, and some other python utils

featureextraction icon featureextraction

This code extracts SLF quantitative image features for fluorescent microscopy images. This code was a collaboration between Murphy lab (murphylab.web.cmu.edu) and the HPA Cell Atlas (proteinatlas.org/humancell). Explanations for SLF features can be found here (murphylab.web.cmu.edu/services/SLF/features.html).

fuccisinglecellseqpipeline icon fuccisinglecellseqpipeline

Cell cycle analysis of single-cell proteomic and transcriptomic data for the FUCCI cell model -- RNA-Seq analysis pipeline

hpa-model-zoo icon hpa-model-zoo

A collection of deep learning models for analyzing the Human Protein Atlas images.

hpa-umap-explorer icon hpa-umap-explorer

Exploring HPA Cell Atlas with a UMAP generated from a deep learning model for protein pattern classification

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