Abhineet Ram
About me:
Abhineet
Resume
Data and Image Analysis:
Deciphering the History of ERK Activity from Fixed-Cell Immunofluorescence Measurements
Spectral Unmixing
Automated Cell Cluster Detection
Bioinformatics:
MCF10A RNA sequencing
Tutorials:
Principal Component Analysis
Abhineet Ram
Welcome to Abhineet Ram’s Portfolio!
View page source
Welcome to Abhineet Ram’s Portfolio!
About me:
Abhineet
Professional
Resume
Data and Image Analysis:
Deciphering the History of ERK Activity from Fixed-Cell Immunofluorescence Measurements
Abstract
A dataset linking live-cell ERK activity to ERK target immunofluorescence
Regression modeling
Neural network-based models
Classification models
Systems biology and ODE modeling
Discussion
Spectral Unmixing
How it works
Code Availability
Automated Cell Cluster Detection
Workflow
Nuclear segmentation
Bioinformatics:
MCF10A RNA sequencing
DESeq2
PCA and batch correction
Distance matrix
Differential expression analysis
GSEA
Acknowledgements
Code Availability
Tutorials:
Principal Component Analysis
Indices and tables
Index
Module Index
Search Page