| A machine learning algorithm to predict severe sepsis and septic shock: development, implementation, and impact on clinical practice HM Giannini, JC Ginestra, C Chivers, M Draugelis, A Hanish, ... Critical care medicine 47 (11), 1485-1492, 2019 | 193 | 2019 |
| Clinician perception of a machine learning–based early warning system designed to predict severe sepsis and septic shock JC Ginestra, HM Giannini, WD Schweickert, L Meadows, MJ Lynch, ... Critical care medicine 47 (11), 1477-1484, 2019 | 129 | 2019 |
| COVID-19 critical illness: a data-driven review JC Ginestra, OJL Mitchell, GL Anesi, JD Christie Annual review of medicine 73, 95-111, 2022 | 29 | 2022 |
| A machine learning algorithm to predict severe sepsis and septic shock HM Giannini, JC Ginestra, C Chivers Development, implementation, and impact on clinical practice 2019, 47, 0 | 14 | |
| A simulated prospective evaluation of a deep learning model for real-time prediction of clinical deterioration among ward patients PK Shah, JC Ginestra, LH Ungar, P Junker, JI Rohrbach, NO Fishman, ... Critical care medicine 49 (8), 1312-1321, 2021 | 10 | 2021 |
| Defining physiological decompensation: an expert consensus and retrospective outcome validation OJL Mitchell, M Dewan, HA Wolfe, KJ Roberts, S Neefe, G Lighthall, ... Critical Care Explorations 4 (4), e0677, 2022 | 8 | 2022 |
| Impact of COVID-19 on inpatient clinical emergencies: a single-center experience OJL Mitchell, S Neefe, JC Ginestra, CM Baston, MJ Frazer, S Gudowski, ... Resuscitation plus 6, 100135, 2021 | 7 | 2021 |
| Association of unit census with delays in antimicrobial initiation among ward patients with hospital-acquired sepsis JC Ginestra, R Kohn, RA Hubbard, A Crane-Droesch, SD Halpern, ... Annals of the American Thoracic Society 19 (9), 1525-1533, 2022 | 5 | 2022 |
| The I-READI quality and safety framework: a health system’s response to airway complications in mechanically ventilated patients with COVID-19 JC Ginestra, J Atkins, M Mikkelsen, OJL Mitchell, J Gutsche, J Jablonski, ... NEJM Catalyst Innovations in Care Delivery 2 (1), 2021 | 3 | 2021 |
| Association of time of day with delays in antimicrobial initiation among ward patients with hospital-onset sepsis JC Ginestra, R Kohn, RA Hubbard, CL Auriemma, MS Patel, GL Anesi, ... Annals of the American Thoracic Society 20 (9), 1299-1308, 2023 | 2 | 2023 |
| 1406: Association of time of day with antimicrobial start for ward patients with hospital-acquired sepsis R Kohn, J Ginestra, R Hubbard, C Auriemma, M Patel, G Anesi, ... Critical Care Medicine 50 (1), 705, 2022 | 2 | 2022 |
| Determinants of utilization of prone positioning for severe acute respiratory distress syndrome J Ginestra, T Klaiman, F Oredeko, J Silvestri, T Srinivasan, S Szymanski, ... C24. ECMO, PRONE POSITIONING, AND NMB IN ARDS, A4598-A4598, 2020 | 2 | 2020 |
| Association of time of day with delays in antibiotic initiation among ward patients with hospital-acquired sepsis R Kohn, JC Ginestra, RA Hubbard, CL Auriemma, MS Patel, JI Rohrbach, ... A14. MACHINE LEARNING AND DATA-DRIVEN HEALTH CARE DELIVERY, A1013-A1013, 2020 | 1 | 2020 |
| Demarcating" Time-zero" of Sepsis Onset Among Patients With Hospital-onset Sepsis Using Adult Sepsis Event Criteria JC Ginestra, MP Kerlin, GE Weissman A22. CRITICAL CARE MEDICINE: ADVANCING BEHAVIORAL SCIENCES AND HEALTH …, 2024 | | 2024 |
| Automated Electronic Heath Record Based Identification of ARDS E Levy, D Claar, I Co, BD Fuchs, J Ginestra, R Kohn, JI Mcsparron, ... A22. CRITICAL CARE MEDICINE: ADVANCING BEHAVIORAL SCIENCES AND HEALTH …, 2024 | | 2024 |
| Hospital-onset sepsis warrants expanded investigation and consideration as a unique clinical entity JC Ginestra, AOC Yataco, SP Dugar, MR Dettmer Chest, 2024 | | 2024 |
| Illness Presentation Characteristics Associated With Antimicrobial Timing and In-hospital Mortality Among Patients With Hospital-onset Sepsis JC Ginestra, GE Weissman, N Mitra, MP Kerlin B16. THE CURRENT STATE OF CRITICAL CARE: ROLE OF SYSTEMS AND HEALTH …, 2023 | | 2023 |
| Association of time to rapid response team activation with patient outcomes using a range of physiologic deterioration thresholds OJL Mitchell, S Neefe, JC Ginestra, WD Schweickert, S Falk, ... Critical Care Explorations 4 (11), e0786, 2022 | | 2022 |
| Association of Antibiotic Ordering and Administration Delays with Patient Outcomes in Hospital-Acquired Sepsis JC Ginestra, R Kohn, A Crane-Droesch, MP Kerlin, GE Weissman B16. TOPICS IN CRITICAL CARE: SEPSIS, PALLIATIVE CARE, AND DECISION-MAKING …, 2022 | | 2022 |
| Time to Antibiotics in Hospital-Acquired Sepsis Using Adult Sepsis Event Criteria JC Ginestra, R Kohn, A Crane-Droesch, P Junker, MP Kerlin, ... TP19. TP019 QUALITY, PROCESS, AND OUTCOMES IN ACUTE AND CRITICAL CARE, A1686 …, 2021 | | 2021 |
