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Jennifer Ginestra

TitleAssistant Professor
InstitutionUniversity of Colorado Denver - Anschutz Medical Campus
DepartmentSOM-MED

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    Publications listed below are automatically derived from MEDLINE/PubMed and other sources, which might result in incorrect or missing publications. Faculty can login to make corrections and additions.
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    1. Weissman GE, Hubbard RA, Himes BE, Goodman-O'Leary KL, Harhay MO, Ginestra JC, Kohn R, Admon AJ, Taylor SP, Halpern SD. Sepsis Prediction Models are Trained on Labels that Diverge from Clinician-Recommended Treatment Times. AMIA Annu Symp Proc. 2024; 2024:1215-1224. PMID: 40417569.
      View in: PubMed
    2. Levy E, Claar D, Co I, Fuchs BD, Ginestra J, Kohn R, McSparron JI, Patel B, Weissman GE, Kerlin MP, Sjoding MW. Development and External Validation of a Detection Model to Retrospectively Identify Patients With Acute Respiratory Distress Syndrome. Crit Care Med. 2025 Apr 08. PMID: 40197621.
      View in: PubMed
    3. Schneider ALC, Ginestra JC, Kerlin MP, Shashaty MGS, Miano TA, Herman DS, Mitchell OJL, Bennett R, Moffett AT, Chandler J, Kalanuria A, Faraji Z, Bishop NS, Schmid B, Chen AT, Bowles KH, Joseph T, Kohn R, Kelz RR, Anesi GL, Kumar M, Friedman AB, Vail E, Meyer NJ, Himes BE, Weissman GE. The Complete Inpatient Record Using Comprehensive Electronic Data (CIRCE) project: A team-based approach to clinically validated, research-ready electronic health record data. Learn Health Syst. 2025 Jan; 9(1):e10439. PMID: 39822919.
      View in: PubMed
    4. Ginestra JC, Coz Yataco AO, Dugar SP, Dettmer MR. Hospital-Onset Sepsis Warrants Expanded Investigation and Consideration as a Unique Clinical Entity. Chest. 2024 Jun; 165(6):1421-1430. PMID: 38246522.
      View in: PubMed
    5. Ginestra JC, Kohn R, Hubbard RA, Auriemma CL, Patel MS, Anesi GL, Kerlin MP, Weissman GE. Association of Time of Day with Delays in Antimicrobial Initiation among Ward Patients with Hospital-Onset Sepsis. Ann Am Thorac Soc. 2023 09; 20(9):1299-1308. PMID: 37166187.
      View in: PubMed
    6. Mitchell OJL, Neefe S, Ginestra JC, Schweickert WD, Falk S, Weissman GE, Covin D, Shults J, Abella BS, Shashaty MGS. Association of Time to Rapid Response Team Activation With Patient Outcomes Using a Range of Physiologic Deterioration Thresholds. Crit Care Explor. 2022 Nov; 4(11):e0786. PMID: 36349290.
      View in: PubMed
    7. Ginestra JC, Kohn R, Hubbard RA, Crane-Droesch A, Halpern SD, Kerlin MP, Weissman GE. Association of Unit Census with Delays in Antimicrobial Initiation among Ward Patients with Hospital-acquired Sepsis. Ann Am Thorac Soc. 2022 09; 19(9):1525-1533. PMID: 35312462.
      View in: PubMed
    8. Mitchell OJL, Dewan M, Wolfe HA, Roberts KJ, Neefe S, Lighthall G, Sands NA, Weissman G, Ginestra J, Shashaty MGS, Schweickert WD, Abella BS. Defining Physiological Decompensation: An Expert Consensus and Retrospective Outcome Validation. Crit Care Explor. 2022 Apr; 4(4):e0677. PMID: 35392439.
      View in: PubMed
    9. Ginestra JC, Mitchell OJL, Anesi GL, Christie JD. COVID-19 Critical Illness: A Data-Driven Review. Annu Rev Med. 2022 01 27; 73:95-111. PMID: 34520220.
      View in: PubMed
    10. Shah PK, Ginestra JC, Ungar LH, Junker P, Rohrbach JI, Fishman NO, Weissman GE. A Simulated Prospective Evaluation of a Deep Learning Model for Real-Time Prediction of Clinical Deterioration Among Ward Patients. Crit Care Med. 2021 08 01; 49(8):1312-1321. PMID: 33711001.
      View in: PubMed
    11. Mitchell OJL, Neefe S, Ginestra JC, Baston CM, Frazer MJ, Gudowski S, Min J, Ahmed NH, Pascual JL, Schweickert WD, Anderson BJ, Anesi GL, Falk SA, Shashaty MGS. Impact of COVID-19 on inpatient clinical emergencies: A single-center experience. Resusc Plus. 2021 Jun; 6:100135. PMID: 33969324.
      View in: PubMed
    12. Giannini HM, Ginestra JC, Chivers C, Draugelis M, Hanish A, Schweickert WD, Fuchs BD, Meadows L, Lynch M, Donnelly PJ, Pavan K, Fishman NO, Hanson CW, Umscheid CA. A Machine Learning Algorithm to Predict Severe Sepsis and Septic Shock: Development, Implementation, and Impact on Clinical Practice. Crit Care Med. 2019 11; 47(11):1485-1492. PMID: 31389839.
      View in: PubMed
    13. Ginestra JC, Giannini HM, Schweickert WD, Meadows L, Lynch MJ, Pavan K, Chivers CJ, Draugelis M, Donnelly PJ, Fuchs BD, Umscheid CA. Clinician Perception of a Machine Learning-Based Early Warning System Designed to Predict Severe Sepsis and Septic Shock. Crit Care Med. 2019 11; 47(11):1477-1484. PMID: 31135500.
      View in: PubMed
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