| A review of analytics and clinical informatics in health care AF Simpao, LM Ahumada, JA Gálvez, MA Rehman Journal of medical systems 38, 1-7, 2014 | 212 | 2014 |
| Big data and visual analytics in anaesthesia and health care AF Simpao, LM Ahumada, MA Rehman British journal of anaesthesia 115 (3), 350-356, 2015 | 126 | 2015 |
| Optimization of drug–drug interaction alert rules in a pediatric hospital's electronic health record system using a visual analytics dashboard AF Simpao, LM Ahumada, BR Desai, CP Bonafide, JA Gálvez, ... Journal of the American Medical Informatics Association 22 (2), 361-369, 2015 | 102 | 2015 |
| Deep learning for improved risk prediction in surgical outcomes A Jalali, H Lonsdale, N Do, J Peck, M Gupta, S Kutty, SR Ghazarian, ... Scientific reports 10 (1), 9289, 2020 | 58 | 2020 |
| Association between ibuprofen use and severity of surgically managed posttonsillectomy hemorrhage PA Mudd, P Thottathil, T Giordano, RF Wetmore, L Elden, AF Jawad, ... JAMA Otolaryngology–Head & Neck Surgery 143 (7), 712-717, 2017 | 50 | 2017 |
| The development and implementation of cognitive aids for critical events in pediatric anesthesia: the Society for Pediatric Anesthesia Critical Events Checklists A Clebone, BK Burian, SC Watkins, JA Gálvez, JL Lockman, ES Heitmiller Anesthesia & Analgesia 124 (3), 900-907, 2017 | 49 | 2017 |
| Hypoxemia, bradycardia, and multiple laryngoscopy attempts during anesthetic induction in infants: a single-center, retrospective study JA Gálvez, S Acquah, L Ahumada, L Cai, M Polanski, L Wu, AF Simpao, ... Anesthesiology 131 (4), 830-839, 2019 | 45 | 2019 |
| Design and implementation of a visual analytics electronic antibiogram within an electronic health record system at a tertiary pediatric hospital AF Simpao, LM Ahumada, BL Martinez, AM Cardenas, TA Metjian, ... Applied clinical informatics 9 (01), 037-045, 2018 | 43 | 2018 |
| Perioperative smartphone apps and devices for patient-centered care AF Simpao, AM Lingappan, LM Ahumada, MA Rehman, JA Gálvez Journal of medical systems 39, 1-5, 2015 | 41 | 2015 |
| Machine learning and artificial intelligence in pediatric research: current state, future prospects, and examples in perioperative and critical care H Lonsdale, A Jalali, L Ahumada, C Matava The Journal of Pediatrics 221, S3-S10, 2020 | 33 | 2020 |
| Artificial intelligence, machine learning and the pediatric airway C Matava, E Pankiv, L Ahumada, B Weingarten, A Simpao Pediatric Anesthesia 30 (3), 264-268, 2020 | 29 | 2020 |
| Machine learning applied to registry data: development of a patient-specific prediction model for blood transfusion requirements during craniofacial surgery using the pediatric … A Jalali, H Lonsdale, LV Zamora, L Ahumada, ATH Nguyen, M Rehman, ... Anesthesia & Analgesia 132 (1), 160-171, 2021 | 27 | 2021 |
| The use of natural language processing on pediatric diagnostic radiology reports in the electronic health record to identify deep venous thrombosis in children JA Gálvez, JM Pappas, L Ahumada, JN Martin, AF Simpao, MA Rehman, ... Journal of Thrombosis and Thrombolysis 44, 281-290, 2017 | 24 | 2017 |
| Interactive pediatric emergency checklists to the palm of your handHow the Pedi Crisis App traveled around the world JA Gálvez, JL Lockman, LE Schleelein, AF Simpao, LM Ahumada, ... Pediatric Anesthesia 27 (8), 835-840, 2017 | 23 | 2017 |
| Visual analytical tool for evaluation of 10-year perioperative transfusion practice at a children's hospital JA Gálvez, L Ahumada, AF Simpao, EE Lin, CP Bonafide, D Choudhry, ... Journal of the American Medical Informatics Association 21 (3), 529-534, 2014 | 22 | 2014 |
| Early identification of impending cardiac arrest in neonates and infants in the cardiovascular ICU: a statistical modelling approach using physiologic monitoring data SN Bose, A Verigan, J Hanson, LM Ahumada, SR Ghazarian, ... Cardiology in the young 29 (11), 1340-1348, 2019 | 21 | 2019 |
| A visual analytics dashboard to summarize serial anesthesia records in pediatric radiation treatment O Nelson, B Sturgis, K Gilbert, E Henry, K Clegg, JM Tan, JO Wasey, ... Applied Clinical Informatics 10 (04), 563-569, 2019 | 21 | 2019 |
| Development and usability testing of the society for pediatric anesthesia pedi crisis mobile application A Clebone, KM Strupp, G Whitney, MR Anderson, J Hottle, J Fehr, ... Anesthesia & Analgesia 129 (6), 1635-1644, 2019 | 19 | 2019 |
| Reducing unnecessary postoperative complete blood count testing in the pediatric intensive care unit M Dewan, J Galvez, T Polsky, G Kreher, B Kraus, L Ahumada, ... The Permanente journal 21, 2017 | 19 | 2017 |
| The perioperative human digital twin H Lonsdale, GM Gray, LM Ahumada, HM Yates, A Varughese, ... Anesthesia & Analgesia 134 (4), 885-892, 2022 | 18 | 2022 |
Mohamed Rehman, M.D. , FAAPEric Kobren Professor, Johns Hopkins School of Medicine在 jhmi.edu 的电子邮件经过验证
