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srijitseal/README.md

Hello World!

About me

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

Personal Website - (https://srijitseal.com)
📫 How to reach me:

Popular repositories Loading

  1. PKSmart PKSmart Public

    Predictor for Pharmacokinetic properties

    Jupyter Notebook 8

  2. Merging_Bioactivity_Predictions_CellPainting_Chemical_Structure_Similarity Merging_Bioactivity_Predictions_CellPainting_Chemical_Structure_Similarity Public

    Merging Bioactivity Predictions from Cell Morphology and Chemical Fingerprint Models Using Similarity to Training Data

    Jupyter Notebook 6 6

  3. 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-Mito Public

    Using Cell Morphology, Gene Expression Features and Structural Fingerprints to Aid Detection of Mitochondrial Toxicants

    Jupyter Notebook 4

  4. DILI_Predictor DILI_Predictor Public

    Python 3 1

  5. ValidationDiscovery-MolProp ValidationDiscovery-MolProp Public

    Validation and Discovery for Molecular Property Prediction: Learning From Material Science To Drug Discovery

    Jupyter Notebook 3

  6. Cellular_Morphological_Features-Improve-Prediction-of-Cytotoxicity--and-Proliferation-Related-Assay- Cellular_Morphological_Features-Improve-Prediction-of-Cytotoxicity--and-Proliferation-Related-Assay- Public

    Cellular Morphological Features Improve Prediction of Cytotoxicity- and Proliferation-Related Assay Endpoints when Augmented with Molecular Fingerprints

    Jupyter Notebook 2