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S

Srijit Seal

university of cambridge

12H-index
52Paper Count
594Citation Count
Published Papers 20
Publication Date
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Artificial intelligence in drug discovery — what it is, where we stand and the path forward
errNature Reviews Drug Discovery
IF101.8
err2026-08-07
err0
PREAI
errAndreas Bender; Morgan C. Thomas; Jack W. Scannell; David A. Shaywitz; Gian Marco Ghiandoni; Joe G. Greener; Lavinia-Lorena Pruteanu; Rachel DeVay Jacobson; Koichi Handa; Mariko Hirano; Srijit Seal; Manas Mahale; Marco F. Schmidt; Tim Ahfeldt; Francesca Grisoni; Isidro Cortes-Ciriano
errShare
errSave
Cell Painting for cytotoxicity and mode-of-action analysis in primary human hepatocytes
errCell Systems
IF7.7
err2026-03-27
err0
errOAAI
errJessica D. Ewald; Katherine L. Titterton; Alex Bäuerle; Alex Beatson; Daniil A. Boiko; Ángel A. Cabrera; Jaime Cheah; Beth A. Cimini; Bram L. Gorissen; Joshua Harrill; Thouis R. Jones; Konrad J. Karczewski; Christine E. Crute; David Rouquie; Srijit Seal; Erin Weisbart; Brandon White; Anne E. Carpenter; Shantanu Singh
errShare
errSave
Progress and new challenges in image-based profiling
errMolecular Systems Biology
IF7.7
err2026-03-27
err0
errOAAI
errErik Serrano; John Peters; Jesko Wagner; Rebecca E Graham; Zhenghao Chen; Brian Y Feng; Gisele Miranda; Alexandr A Kalinin; Loan Vulliard; Jenna Tomkinson; Cameron Mattson; Michael J Lippincott; Ziqi Kang; Divya Sitani; Dave Bunten; Srijit Seal; Neil O Carragher; Anne E Carpenter; Shantanu Singh; Paula A Marin Zapata; Juan C Caicedo; Gregory P Way
errShare
errSave
AI agents in drug discovery: applications and case studies
errDrug Discovery Today
IF7.5
err2026-03-24
err0
errOAAI
errDinh Long Huynh; Srijit Seal; Dylan Reid; Anne E Carpenter; Andreas Bender; Ola Spjuth
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errSave
Counting cells can accurately predict small-molecule bioactivity benchmarks
errNature Communications
IF15.7
err2026-02-06
err0
errOAAI
errSrijit Seal; William Dee; Adit Shah; Natacha Cerisier; Andrew Zhang; Esteban Miglietta; Katherine Titterton; Ángel Alexander Cabrera; Daniil Boiko; Alex Beatson; Gregory Slabaugh; Olivier Taboureau; Jordi Carreras Puigvert; Shantanu Singh; Ola Spjuth; Andreas Bender; Anne E. Carpenter
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errSave
Understanding biology with machine learning: compression, intelligibility, and dependency
errArtificial Intelligence in the Life Sciences
IF5.4
err2026-02-01
err0
errOAAI
errLawrence, Elsa; El-Shazly, Adham; Seal, Srijit; Joshi, Chaitanya K.; Lio, Pietro; Bender, Andreas; Singh, Shantanu; Sormanni, Pietro; Spjuth, Ola; Greenig, Matthew
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errSave
Transfer learning enables discovery of sub-micromolar antibacterials for ESKAPE pathogens from ultra-large chemical spaces
errChem. Sci.
IF7.4
err2025-10-15
err0
errOAAI
errMiguel García-Ortegón †; Srijit Seal †; Emily Geddes; Jenny L. Littler; Collette S. Guy; Jonathan Whiteside; Carl Rasmussen; Andreas Bender; Sergio Bacallado
errShare
errSave
The OASIS Consortium: integrating multi-omics technologies to transform chemical safety assessment
errTOXICOLOGICAL SCIENCES
IF4.1
err2025-10-01
err0
errOAAI
errRouquie, David; Bender, Andreas; Cheah, Jaime; Crute, Christine E.; Dalmas, Deidre; Ewald, Jessica; Fullerton, Aaron; Harrill, Joshua A.; Kadri, Sabah; Kleinstreuer, Nicole; Kramer, Nynke; LaRocca, Jessica; Mitchell, Constance A.; Seal, Srijit; Singh, Shantanu; Carpenter, Anne E.
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errSave
PKSmart: an open-source computational model to predict intravenous pharmacokinetics of small molecules
errJournal of Cheminformatics
IF5.7
err2025-09-28
err0
errOAAI
errSrijit Seal; Maria-Anna Trapotsi; Manas Mahale; Vigneshwari Subramanian; Nigel Greene; Ola Spjuth; Andreas Bender
errShare
errSave
Machine Learning for Toxicity Prediction Using Chemical Structures: Pillars for Success in the Real World
errCHEMICAL RESEARCH IN TOXICOLOGY
IF3.8
err2025-05-02
err0
errOAAI
errSeal, Srijit; Mahale, Manas; Garcia-Ortegon, Miguel; Joshi, Chaitanya K.; Hosseini-Gerami, Layla; Beatson, Alex; Greenig, Matthew; Shekhar, Mrinal; Patra, Arijit; Weis, Caroline; Mehrjou, Arash; Badre, Adrien; Paisley, Brianna; Lowe, Rhiannon; Singh, Shantanu; Shah, Falgun; Johannesson, Bjarki; Williams, Dominic; Rouquie, David; Clevert, Djork-Arne; Schwab, Patrick; Richmond, Nicola; Nicolaou, Christos A.; Gonzalez, Raymond J.; Naven, Russell; Schramm, Carolin; Vidler, Lewis R.; Mansouri, Kamel; Walters, W. Patrick; Wilk, Deidre Dalmas; Spjuth, Ola; Carpenter, Anne E.; Bender, Andreas
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errSave
Cell Painting: a decade of discovery and innovation in cellular imaging (Dec, 10.1038/s41592-024-02528-8, 2024)
errNATURE METHODS
IF32.1
err2024-12-12
err0
PREAI
errSeal, Srijit; Trapotsi, Maria-Anna; Spjuth, Ola; Singh, Shantanu; Carreras-Puigvert, Jordi; Greene, Nigel; Bender, Andreas; Carpenter, Anne E.
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errSave
Cell Painting: a decade of discovery and innovation in cellular imaging
errNATURE METHODS
IF32.1
err2024-12-05
err1
PREAI
errSeal, Srijit; Trapotsi, Maria-Anna; Spjuth, Ola; Singh, Shantanu; Carreras-Puigvert, Jordi; Greene, Nigel; Bender, Andreas; Carpenter, Anne E.
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errSave
Graph neural processes for molecules: an evaluation on docking scores and strategies to improve generalization
errJOURNAL OF CHEMINFORMATICS
IF5.7
err2024-10-23
err0
errOAAI
errGarcia-Ortegon, Miguel; Seal, Srijit; Rasmussen, Carl; Bender, Andreas; Bacallado, Sergio
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errSave
Improved Detection of Drug-Induced Liver Injury by Integrating Predicted In Vivo and In Vitro Data
errCHEMICAL RESEARCH IN TOXICOLOGY
IF3.8
err2024-07-09
err8
errOAAI
errSeal, Srijit; Williams, Dominic; Hosseini-Gerami, Layla; Mahale, Manas; Carpenter, Anne E.; Spjuth, Ola; Bender, Andreas
errShare
errSave
From pixels to phenotypes: Integrating image-based profiling with cell health data as BioMorph features improves interpretability
errMOLECULAR BIOLOGY OF THE CELL
IF2.7
err2024-03-01
err5
errOAAI
errSeal, Srijit; Carreras-Puigvert, Jordi; Singh, Shantanu; Carpenter, Anne E.; Spjuth, Ola; Bender, Andreas
errShare
errSave
Insights into Drug Cardiotoxicity from Biological and Chemical Data: The First Public Classifiers for FDA Drug-Induced Cardiotoxicity Rank
errJOURNAL OF CHEMICAL INFORMATION AND MODELING
IF5.3
err2024-02-01
err8
errOAAI
errSeal, Srijit; Spjuth, Ola; Hosseini-Gerami, Layla; Garcia-Ortegon, Miguel; Singh, Shantanu; Bender, Andreas; Carpenter, Anne E.
errShare
errSave
Using Generative Modeling to Endow with Potency Initially Inert Compounds with Good Bioavailability and Low Toxicity
errJOURNAL OF CHEMICAL INFORMATION AND MODELING
IF5.3
err2024-01-23
err5
errOAAI
errHorne, Robert I.; Wilson-Godber, Jared; Diaz, Alicia Gonzalez; Brotzakis, Z. Faidon; Seal, Srijit; Gregory, Rebecca C.; Possenti, Andrea; Chia, Sean; Vendruscolo, Michele
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errSave
Merging bioactivity predictions from cell morphology and chemical fingerprint models using similarity to training data
errJOURNAL OF CHEMINFORMATICS
IF5.7
err2023-06-02
err17
errOAAI
errSeal, Srijit; Yang, Hongbin; Trapotsi, Maria-Anna; Singh, Satvik; Carreras-Puigvert, Jordi; Spjuth, Ola; Bender, Andreas
errShare
errSave
Integrating cell morphology with gene expression and chemical structure to aid mitochondrial toxicity detection
errCOMMUNICATIONS BIOLOGY
IF5.1
err2022-08-23
err43
errOAAI
errSeal, Srijit; Carreras-Puigvert, Jordi; Trapotsi, Maria-Anna; Yang, Hongbin; Spjuth, Ola; Bender, Andreas
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errSave
Comparison of Cellular Morphological Descriptors and Molecular Fingerprints for the Prediction of Cytotoxicity- and Proliferation-Related Assays
errCHEMICAL RESEARCH IN TOXICOLOGY
IF3.8
err2021-02-01
err30
PREAI
errSeal, Srijit; Yang, Hongbin; Vollmers, Luis; Bender, Andreas
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
M
Michele Vendruscolo
H-index: 118 · Papers: 1.1K
A
Anne E. Carpenter
H-index: 79 · Papers: 372
A
Andrea Possenti
H-index: 79 · Papers: 830
A
Andreas Bender
H-index: 70 · Papers: 541
D
Dominic P. Williams
H-index: 53 · Papers: 176
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