| Opportunities and obstacles for deep learning in biology and medicine T Ching, DS Himmelstein, BK Beaulieu-Jones, AA Kalinin, BT Do, ... Journal of the royal society interface 15 (141), 20170387, 2018 | 2802 | 2018 |
| Associations between blood type and COVID-19 infection, intubation, and death M Zietz, J Zucker, NP Tatonetti Nature communications 11 (1), 5761, 2020 | 660 | 2020 |
| Shotgun transcriptome, spatial omics, and isothermal profiling of SARS-CoV-2 infection reveals unique host responses, viral diversification, and drug interactions D Butler, C Mozsary, C Meydan, J Foox, J Rosiene, A Shaiber, D Danko, ... Nature communications 12 (1), 1660, 2021 | 251* | 2021 |
| Compressing gene expression data using multiple latent space dimensionalities learns complementary biological representations GP Way, M Zietz, V Rubinetti, DS Himmelstein, CS Greene Genome biology 21 (1), 109, 2020 | 95* | 2020 |
| The probability of edge existence due to node degree: a baseline for network-based predictions M Zietz, DS Himmelstein, K Kloster, C Williams, MW Nagle, CS Greene GigaScience 13, giae001, 2024 | 22 | 2024 |
| OnSIDES (ON-label SIDE effectS resource) database: extracting adverse drug events from drug labels using natural language processing models Y Tanaka, HY Chen, P Belloni, U Gisladottir, J Kefeli, J Patterson, ... medRxiv, 2024.03. 22.24304724, 2024 | 13 | 2024 |
| Hetnet connectivity search provides rapid insights into how biomedical entities are related DS Himmelstein, M Zietz, V Rubinetti, K Kloster, BJ Heil, F Alquaddoomi, ... GigaScience 12, giad047, 2023 | 12 | 2023 |
| OnSIDES database: Extracting adverse drug events from drug labels using natural language processing models Y Tanaka, HY Chen, P Belloni, U Gisladottir, J Kefeli, J Patterson, ... Med, 2025 | 11 | 2025 |
| Estimating the heritability of SARS-CoV-2 susceptibility and COVID-19 severity KLR Brown, V Ramlall, M Zietz, U Gisladottir, NP Tatonetti Nature Communications 15 (1), 367, 2024 | 7 | 2024 |
| Three open questions in polygenic score portability JY Wang, N Lin, M Zietz, J Mares, OS Smith, PJ Rathouz, A Harpak bioRxiv, 2024.08. 20.608703, 2024 | 5 | 2024 |
| Leveraging Large Language Models in Extracting Drug Safety Information from Prescription Drug Labels: U. Gisladottir et al. U Gisladottir, M Zietz, S Kivelson, Y Tanaka, G Sirdeshmukh, KLR Brown, ... Drug Safety, 1-17, 2025 | 3 | 2025 |
| Accents Still Confuse AI: Systematic Errors in Speech Transcription and LLM-Based Remedies Y Fatapour, JS Samaan, Inclusive AI Research Group, NP Tatonetti medRxiv, 2025.08. 29.25333548, 2025 | | 2025 |
| PED-X-Bench: A Benchmark of Adult-to-Pediatric Extrapolation Decisions in FDA Drug Labels A Srinivasan, J Berkowitz, NA Friedrich, K Tsang, A Kuchi, J Acitores, ... medRxiv, 2025.05. 22.25328187, 2025 | | 2025 |
| Biases in Race and Ethnicity Introduced by Filtering Electronic Health Records for “Complete Data”: Observational Clinical Data Analysis JMA Cortina, Y Fatapour, KLR Brown, U Gisladottir, M Zietz, ... JMIR Medical Informatics 13 (1), e67591, 2025 | | 2025 |
| WebGWAS: A web server for instant GWAS on arbitrary phenotypes M Zietz, U Gisladottir, KLR Brown, NP Tatonetti medRxiv, 2024 | | 2024 |
| Biases in Race and Ethnicity Introduced by Filtering Electronic Health Records for ‘Complete Data’ JM Acitores Cortina, Y Fatapour, M Zietz, KLR Brown, U Gisladottir, ... medRxiv, 2024.10. 04.24314914, 2024 | | 2024 |
| Optimized phenotype definitions boost GWAS power M Zietz, KLR Brown, U Gisladottir, NP Tatonetti bioRxiv, 2024.06. 11.598562, 2024 | | 2024 |
| Phenotype Projections Enhance Pan-biobank Genome-wide Association Studies M Zietz Columbia University, 2024 | | 2024 |
| Phenotype projections accelerate biobank-scale GWAS M Zietz, U Gisladottir, KLR Brown, NP Tatonetti bioRxiv, 2023.11. 20.567948, 2023 | | 2023 |
Nicholas P TatonettiProfessor and Vice Chair of Computational Biomedicine, Cedars-Sinai Medical CenterVerified email at cshs.org
