Name: Srijit Seal
Type: User
Blog: https://srijitseal.com/
I am a researcher in chemoinformatics, centered on using machine learning techniques, particularly modeling, and interpretation of the Cell Painting assay, to predict drug bioactivity, safety, and toxicity. I am currently based at Broad Institute of MIT and Harvard where I am advised by Anne Carpenter and Shantanu Singh. I am also a final year Ph.D. student at the University of Cambridge where I am advised by Andreas Bender
biomorph
From Pixels to Phenotypes: Integrating Image-Based Profiling with Cell Health Data Improves Interpretability
bts_insilicotox_workshop
cellpainting_systematicreview
Cell Painting Systematic Review Supplementary Tables
cellular_morphological_features-improve-prediction-of-cytotoxicity--and-proliferation-related-assay-
Cellular Morphological Features Improve Prediction of Cytotoxicity- and Proliferation-Related Assay Endpoints when Augmented with Molecular Fingerprints
compound-annotator
dictrank
Predictor for DICTrank
dictrank_predictor
dili
Enhancing Early Detection of Drug-Induced Liver Injury Through Predicted in vivo and in vitro Data Integration
dili_predictor
diril_predictor
Prediction for DIRIL
jumpcp_exploration
jumpcpdatasets
Images and other data from the JUMP Cell Painting Consortium
merging_bioactivity_predictions_cellpainting_chemical_structure_similarity
Merging Bioactivity Predictions from Cell Morphology and Chemical Fingerprint Models Using Similarity to Training Data
moltoxnet
MolToxNet
molvs
Molecule Validation and Standardization
pksmart
Predictor for Pharmacokinetic properties
srijitseal
Profile
srijitseal.github.io
Personal Website
test-repo
using-cell-morphology-gene-expression-features-and-structural-fingerprints-to-aid-detection-of-mito
Using Cell Morphology, Gene Expression Features and Structural Fingerprints to Aid Detection of Mitochondrial Toxicants
validationdiscovery-molprop
Validation and Discovery for Molecular Property Prediction: Learning From Material Science To Drug Discovery
React
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
Typescript
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
Django
The Web framework for perfectionists with deadlines.
Laravel
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
Facebook
We are working to build community through open source technology. NB: members must have two-factor auth.
Microsoft
Open source projects and samples from Microsoft.
Google
Google ❤️ Open Source for everyone.
Alibaba
Alibaba Open Source for everyone
D3
Data-Driven Documents codes.
Tencent
China tencent open source team.
