关注
Layla Hosseini-Gerami
Layla Hosseini-Gerami
Chief Data Science Officer
在 ignotalabs.ai 的电子邮件经过验证
标题
引用次数
引用次数
年份
Computational analyses of mechanism of action (MoA): data, methods and integration
MA Trapotsi, L Hosseini-Gerami, A Bender
RSC chemical biology 3 (2), 170-200, 2022
502022
Predicting pKa Using a Combination of Semi-Empirical Quantum Mechanics and Radial Basis Function Methods
P Hunt, L Hosseini-Gerami, T Chrien, J Plante, DJ Ponting, M Segall
Journal of Chemical Information and Modeling 60 (6), 2989-2997, 2020
332020
Insights into Drug Cardiotoxicity from Biological and Chemical Data: The First Public Classifiers for FDA Drug-Induced Cardiotoxicity Rank
S Seal, O Spjuth, L Hosseini-Gerami, M García-Ortegón, S Singh, ...
Journal of Chemical Information and Modeling 64 (4), 1172-1186, 2024
202024
Benchmarking causal reasoning algorithms for gene expression-based compound mechanism of action analysis
L Hosseini-Gerami, IA Higgins, DA Collier, E Laing, D Evans, ...
BMC bioinformatics 24 (1), 154, 2023
142023
Improved Detection of Drug-Induced Liver Injury by Integrating Predicted In Vivo and In Vitro Data
S Seal, D Williams, L Hosseini-Gerami, M Mahale, AE Carpenter, ...
Chemical Research in Toxicology 37 (8), 1290-1305, 2024
82024
In silico prediction and biological assessment of novel angiogenesis modulators from traditional Chinese medicine
Y Zhu, H Yang, L Han, LH Mervin, L Hosseini-Gerami, P Li, P Wright, ...
Frontiers in Pharmacology 14, 1116081, 2023
42023
Predicting pKa using a combination of quantum mechanical and machine learning methods
P Hunt, L Hosseini-Gerami, T Chrien, J Plante, DJ Ponting, M Segall
Journal of Chemical Information and Modeling 60, 2989-2997, 2020
22020
MAVEN: compound mechanism of action analysis and visualisation using transcriptomics and compound structure data in R/Shiny
L Hosseini-Gerami, R Hernansaiz Ballesteros, A Liu, H Broughton, ...
BMC bioinformatics 24 (1), 344, 2023
12023
Advancing predictive toxicology: overcoming hurdles and shaping the future
S Masarone, KV Beckwith, MR Wilkinson, S Tuli, A Lane, S Windsor, ...
Digital Discovery, 2025
2025
P05-44 SAFEPATH: Using AI to understand the molecular mechanisms causing safety failures, enabling drug optimisation and turnaround
L Hosseini-Gerami, J Lane, S Masarone, M Wilkinson, S Windsor
Toxicology Letters 399, S149, 2024
2024
Improved Detection of Drug-Induced Liver Injury by Integrating Predicted In Vivo and In Vitro Data
D Williams, L Hosseini-Gerami
American Chemical Society, 2024
2024
A day in the life of a chief data science officer and co-founder of Ignota Labs
L Hosseini-Gerami
The Biochemist 46 (2), 47-49, 2024
2024
Insights into Drug Cardiotoxicity from Biological and Chemical Data: The First Public Classifiers for FDA Drug-Induced Cardiotoxicity Rank
O Spjuth, L Hosseini-Gerami, S Singh
American Chemical Society, 2024
2024
Using SAFEPATH to Uncover a Novel Mechanism of Hepatotoxicity for Gefitinib
L Hosseini-Gerami, S Masarone, J Lane
bioRxiv, 2024.07. 31.605988, 2024
2024
Insights into Drug Cardiotoxicity from Biological and Chemical Data: The First Public Classifiers for FDA DICTrank
S Seal, O Spjuth, L Hosseini-Gerami, M García-Ortegón, S Singh, ...
BioRxiv, 2023
2023
Mechanism of action deconvolution of the small-molecule pathological tau aggregation inhibitor Anle138b
L Hosseini-Gerami, E Ficulle, N Humphryes-Kirilov, DC Airey, ...
Alzheimer's Research & Therapy 15 (1), 52, 2023
2023
Using biological and chemical information to improve understanding of drug mechanism of action on the systems-level
L Hosseini-Gerami
University of Cambridge, 2022
2022
P125-Predicting PKA using a combination of quantum and machine learning methods
P Hunt, L Hosseini-Gerami, T Chrien, M Segall
Drug Metabolism and Pharmacokinetics 35 (1), S60, 2020
2020
Combining Quantum and QSAR Methods for the Prediction of Acid Dissociation Constants
L Hosseini-Gerami, R Leth, P Hunt, M Segall
ABSTRACTS OF PAPERS OF THE AMERICAN CHEMICAL SOCIETY 253, 2017
2017
MAVEN: An R/Shiny app for compound mechanism of action analysis and visualisation using transcriptomics and compound structure data
L Hosseini-Gerami, H Broughton, DA Collier, A Bender
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