| Timing of antibiotic therapy in the ICU MH Kollef, AF Shorr, M Bassetti, JF Timsit, ST Micek, AP Michelson, ... Critical Care 25, 1-10, 2021 | 117 | 2021 |
| Sequential phosphorylation of smoothened transduces graded hedgehog signaling Y Su, JK Ospina, J Zhang, AP Michelson, AM Schoen, AJ Zhu Science signaling 4 (180), ra43-ra43, 2011 | 80 | 2011 |
| Metabolic syndrome and acute respiratory distress syndrome in hospitalized patients with COVID-19 JL Denson, AS Gillet, Y Zu, M Brown, T Pham, Y Yoshida, ... JAMA network open 4 (12), e2140568-e2140568, 2021 | 69 | 2021 |
| Obliterative bronchiolitis PR Aguilar, AP Michelson, W Isakow Transplantation 100 (2), 272-283, 2016 | 64 | 2016 |
| Spot the difference: comparing results of analyses from real patient data and synthetic derivatives RE Foraker, SC Yu, A Gupta, AP Michelson, JA Pineda Soto, R Colvin, ... JAMIA open 3 (4), 557-566, 2020 | 60 | 2020 |
| Estrogen hormone is an essential sex factor inhibiting inflammation and immune response in COVID-19 F Li, ACM Boon, AP Michelson, RE Foraker, M Zhan, PRO Payne Scientific reports 12 (1), 9462, 2022 | 53 | 2022 |
| Factors associated with variability in the performance of a proprietary sepsis prediction model across 9 networked hospitals in the US PG Lyons, MR Hofford, CY Sean, AP Michelson, PRO Payne, CL Hough, ... JAMA internal medicine 183 (6), 611-612, 2023 | 31 | 2023 |
| A pragmatic machine learning model to predict carbapenem resistance RJ McGuire, SC Yu, PRO Payne, AM Lai, MC Vazquez-Guillamet, ... Antimicrobial agents and chemotherapy 65 (7), 10.1128/aac. 00063-21, 2021 | 27 | 2021 |
| Comparison of early warning scores for sepsis early identification and prediction in the general ward setting SC Yu, N Shivakumar, K Betthauser, A Gupta, AM Lai, MH Kollef, ... JAMIA open 4 (3), ooab062, 2021 | 24 | 2021 |
| Comparison of sepsis definitions as automated criteria CY Sean, KD Betthauser, A Gupta, PG Lyons, AM Lai, MH Kollef, ... Critical care medicine 49 (4), e433-e443, 2021 | 24 | 2021 |
| Platelets protect cardiomyocytes from ischemic damage TG Walsh, AW Poole Th Open 1 (01), e24-e32, 2017 | 23 | 2017 |
| The clinical course of coronavirus disease 2019 in a US hospital system: a multistate analysis A Mody, PG Lyons, C Vazquez Guillamet, A Michelson, S Yu, ... American journal of epidemiology 190 (4), 539-552, 2021 | 22 | 2021 |
| Computational analysis to repurpose drugs for COVID-19 based on transcriptional response of host cells to SARS-CoV-2 F Li, AP Michelson, R Foraker, M Zhan, PRO Payne BMC medical informatics and decision making 21, 1-13, 2021 | 15 | 2021 |
| Risk factors for hospital-acquired infection during the SARS-CoV-2 pandemic JH Kwon, KB Nickel, KA Reske, D Stwalley, ER Dubberke, PG Lyons, ... Journal of Hospital Infection 133, 8-14, 2023 | 12 | 2023 |
| Self-explaining neural network with concept-based explanations for ICU mortality prediction S Kumar, SC Yu, T Kannampallil, Z Abrams, A Michelson, PRO Payne Proceedings of the 13th ACM International Conference on Bioinformatics …, 2022 | 10 | 2022 |
| Hospital trajectories and early predictors of clinical outcomes differ between SARS-CoV-2 and influenza pneumonia PG Lyons, SV Bhavani, A Mody, A Bewley, K Dittman, A Doyle, ... EBioMedicine 85, 2022 | 8 | 2022 |
| Bloodstream infections and delayed antibiotic coverage are associated with negative hospital outcomes in hematopoietic stem cell transplant recipients J Ji, J Klaus, JP Burnham, A Michelson, CA McEvoy, MH Kollef, PG Lyons Chest 158 (4), 1385-1396, 2020 | 8 | 2020 |
| Repurposing drugs for COVID-19 based on transcriptional response of host cells to SARS-CoV-2 F Li, AP Michelson, R Foraker, M Zhan, PRO Payne arXiv preprint arXiv:2006.01226, 2020 | 8* | 2020 |
| OpenSep: a generalizable open source pipeline for SOFA score calculation and Sepsis-3 classification MR Hofford, SC Yu, AEW Johnson, AM Lai, PRO Payne, AP Michelson JAMIA open 5 (4), ooac105, 2022 | 7 | 2022 |
| Respiratory support status from EHR data for adult population: classification, heuristics, and usage in predictive modeling SC Yu, MR Hofford, AM Lai, MH Kollef, PRO Payne, AP Michelson Journal of the American Medical Informatics Association 29 (5), 813-821, 2022 | 7 | 2022 |
Philip R.O. Payne, PhD, FACMI, FAMIABecker Professor & Director @WashUi2, Associate Dean & Chief Data Scientist @WUSTLMedVerified email at wustl.edu
