| Multimodal machine learning in precision health: A scoping review A Kline, H Wang, Y Li, S Dennis, M Hutch, Z Xu, F Wang, F Cheng, Y Luo npj Digital Medicine 5 (1), 171, 2022 | 103 | 2022 |
| Machine learning and natural language processing methods to identify ischemic stroke, acuity and location from radiology reports CJ Ong, A Orfanoudaki, R Zhang, FPM Caprasse, M Hutch, L Ma, D Fard, ... PloS one 15 (6), e0234908, 2020 | 72 | 2020 |
| Using tweets to understand how COVID-19–Related health beliefs are affected in the age of social media: Twitter data analysis study H Wang, Y Li, M Hutch, A Naidech, Y Luo Journal of medical Internet research 23 (2), e26302, 2021 | 67 | 2021 |
| The effect of ambient light conditions on quantitative pupillometry C Ong, M Hutch, S Smirnakis Neurocritical care 30, 316-321, 2019 | 42 | 2019 |
| Effects of osmotic therapy on pupil reactivity: quantification using pupillometry in critically ill neurologic patients C Ong, M Hutch, M Barra, A Kim, S Zafar, S Smirnakis Neurocritical Care 30, 307-315, 2019 | 41 | 2019 |
| Long-term kidney function recovery and mortality after COVID-19-associated acute kidney injury: an international multi-centre observational cohort study BWL Tan, BWQ Tan, ALM Tan, ER Schriver, A Gutiérrez-Sacristán, P Das, ... EClinicalMedicine 55, 2023 | 38 | 2023 |
| Validation of an internationally derived patient severity phenotype to support COVID-19 analytics from electronic health record data JG Klann, H Estiri, GM Weber, B Moal, P Avillach, C Hong, ALM Tan, ... Journal of the American Medical Informatics Association 28 (7), 1411-1420, 2021 | 33 | 2021 |
| International analysis of electronic health records of children and youth hospitalized with COVID-19 infection in 6 countries FT Bourgeois, A Gutiérrez-Sacristán, MS Keller, M Liu, C Hong, ... JAMA network open 4 (6), e2112596-e2112596, 2021 | 31 | 2021 |
| Distinguishing admissions specifically for COVID-19 from incidental SARS-CoV-2 admissions: national retrospective electronic health record study JG Klann, ZH Strasser, MR Hutch, CJ Kennedy, JS Marwaha, M Morris, ... Journal of medical Internet research 24 (5), e37931, 2022 | 30 | 2022 |
| SurvMaximin: robust federated approach to transporting survival risk prediction models X Wang, HG Zhang, X Xiong, C Hong, GM Weber, GA Brat, CL Bonzel, ... Journal of biomedical informatics 134, 104176, 2022 | 22 | 2022 |
| Anisocoria and poor pupil reactivity by quantitative pupillometry in patients with intracranial pathology BR Prescott, H Saglam, JA Duskin, MI Miller, AS Thakur, EA Gholap, ... Critical care medicine 50 (2), e143-e153, 2022 | 19 | 2022 |
| International changes in COVID-19 clinical trajectories across 315 hospitals and 6 countries: retrospective cohort study GM Weber, HG Zhang, S L'Yi, CL Bonzel, C Hong, P Avillach, ... Journal of medical Internet research 23 (10), e31400, 2021 | 17 | 2021 |
| Hospitalizations associated with mental health conditions among adolescents in the US and France during the COVID-19 pandemic A Gutiérrez-Sacristán, A Serret-Larmande, MR Hutch, C Sáez, BJ Aronow, ... JAMA Network Open 5 (12), e2246548-e2246548, 2022 | 12 | 2022 |
| Natural language processing of radiology reports to detect complications of ischemic stroke MI Miller, A Orfanoudaki, M Cronin, H Saglam, I So Yeon Kim, O Balogun, ... Neurocritical care 37 (Suppl 2), 291-302, 2022 | 10 | 2022 |
| Multimodal machine learning in precision health A Kline, H Wang, Y Li, S Dennis, M Hutch, Z Xu, F Wang, F Cheng, Y Luo arXiv preprint arXiv:2204.04777, 2022 | 8 | 2022 |
| Consortium for Clinical Characterization of COVID-19 by EHR (4CE). International analysis of electronic health records of children and youth hospitalized with COVID-19 … FT Bourgeois, A Gutiérrez-Sacristán, MS Keller, M Liu, C Hong, ... JAMA Netw Open 4 (6), e2112596, 2021 | 8 | 2021 |
| Clinical phenotypes and outcomes in children with multisystem inflammatory syndrome across SARS-CoV-2 variant eras: a multinational study from the 4CE consortium F Sperotto, A Gutiérrez-Sacristán, S Makwana, X Li, VN Rofeberg, T Cai, ... EClinicalMedicine 64, 2023 | 7 | 2023 |
| Dexmedetomidine and other analgosedatives alter pupil characteristics in critically ill patients WP Chan, BR Prescott, ME Barra, DY Chung, IS Kim, H Saglam, ... Critical Care Explorations 4 (5), e0691, 2022 | 7 | 2022 |
| Informative missingness: What can we learn from patterns in missing laboratory data in the electronic health record? ALM Tan, EJ Getzen, MR Hutch, ZH Strasser, A Gutiérrez-Sacristán, TT Le, ... Journal of biomedical informatics 139, 104306, 2023 | 6 | 2023 |
| Changes in laboratory value improvement and mortality rates over the course of the pandemic: an international retrospective cohort study of hospitalised patients infected with … C Hong, HG Zhang, S L'Yi, G Weber, P Avillach, BWQ Tan, ... BMJ open 12 (6), e057725, 2022 | 6 | 2022 |
