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Author Details

Gary E Weissman
Perelman School of Medicine, University of Pennsylvania
2012
54
16
Sarah J Ratcliffe (CM4AI)
PMIDPaper TitleJournal TitlePublished Year
36062810A Quantitative Study of Decision Thresholds for Initiation of Antibiotics in Suspected Sepsis.Med Decis Making2023
37542590A Data-Driven Analysis of Ward Capacity Strain Metrics That Predict Clinical Outcomes Among Survivors of Acute Respiratory Failure.J Med Syst2023
37566405Guiding Risk Adjustment Models Toward Machine Learning Methods.JAMA2023
37812404Analysis of Devices Authorized by the FDA for Clinical Decision Support in Critical Care.JAMA Intern Med2023
37257142Development of a Machine Learning Model to Identify Colorectal Cancer Stage in Medicare Claims.JCO Clin Cancer Inform2023
37308947Prediction of In-hospital Mortality Among Intensive Care Unit Patients Using Modified Daily Laboratory-based Acute Physiology Score, Version 2.Med Care2023
37166187Association of Time of Day with Delays in Antimicrobial Initiation among Ward Patients with Hospital-Onset Sepsis.Ann Am Thorac Soc2023
37029215Physiologic dead space is independently associated with mortality and discharge of mechanically ventilated patients with COVID-19 ARDS: a retrospective study.Sci Rep2023
37261830Global, Race-Neutral Reference Equations and Pulmonary Function Test Interpretation.JAMA Netw Open2023
36716453Chess Lessons: Harnessing Collective Human Intelligence and Imitation Learning to Support Clinical Decisions.Ann Intern Med2023
36712116Prediction of in-hospital mortality among intensive care unit patients using modified daily Laboratory-based Acute Physiology Scores, version 2 (LAPS2).medRxiv2023
36826805Natural Language Processing of Learners' Evaluations of Attendings to Identify Professionalism Lapses.Eval Health Prof2023
34971355Administrative Data for Palliative Care Research: Friend or Foe?Ann Am Thorac Soc2022
35392439Defining Physiological Decompensation: An Expert Consensus and Retrospective Outcome Validation.Crit Care Explor2022
36269653Desired Characteristics of a Clinical Decision Support System for Early Sepsis Recognition: Interview Study Among Hospital-Based Clinicians.JMIR Hum Factors2022
36349290Association of Time to Rapid Response Team Activation With Patient Outcomes Using a Range of Physiologic Deterioration Thresholds.Crit Care Explor2022
35312462Association of Unit Census with Delays in Antimicrobial Initiation among Ward Patients with Hospital-acquired Sepsis.Ann Am Thorac Soc2022
32853146FDA Regulation of Predictive Clinical Decision-Support Tools: What Does It Mean for Hospitals?J Hosp Med2021
33711001A Simulated Prospective Evaluation of a Deep Learning Model for Real-Time Prediction of Clinical Deterioration Among Ward Patients.Crit Care Med2021
33751910Equitably Allocating Resources during Crises: Racial Differences in Mortality Prediction Models.Am J Respir Crit Care Med2021
34242149A Bold First Toe into the Uncharted Waters of Evaluating Proprietary Clinical Prediction Models.Ann Am Thorac Soc2021
34267077Algorithmic prognostication in critical care: a promising but unproven technology for supporting difficult decisions.Curr Opin Crit Care2021
34048918Effects of Neighborhood-level Data on Performance and Algorithmic Equity of a Model That Predicts 30-day Heart Failure Readmissions at an Urban Academic Medical Center.J Card Fail2021
30514154Intensive Care Unit Capacity Strain and Outcomes of Critical Illness in a Resource-Limited Setting: A 2-Hospital Study in South Africa.J Intensive Care Med2020
31672523Social Support Networks Among Young Men and Transgender Women of Color Receiving HIV Pre-Exposure Prophylaxis.J Adolesc Health2020
32675072The clinical artificial intelligence department: a prerequisite for success.BMJ Health Care Inform2020
32697602Association of an Emergency Department-embedded Critical Care Unit with Hospital Outcomes and Intensive Care Unit Use.Ann Am Thorac Soc2020
32584592A Dangerous Myth: Does Speaking Imply Breathing?Ann Intern Med2020
32426746Assessing the Course of Organ Dysfunction Using Joint Longitudinal and Time-to-Event Modeling in the Vasopressin and Septic Shock Trial.Crit Care Explor2020
32532169Preferences for Predictive Model Characteristics among People Living with Chronic Lung Disease: A Discrete Choice Experiment.Med Decis Making2020
31581801Potentially Preventable Intensive Care Unit Admissions in the United States, 2006-2015.Ann Am Thorac Soc2020
30326008Population Trends in Intensive Care Unit Admissions in the United States Among Medicare Beneficiaries, 2006-2015.Ann Intern Med2019
31636823Gender Differences in Retention and Promotion Among Generalists Who Graduated From Research-Intensive Fellowships.J Grad Med Educ2019
31251151Early Warning Systems: The Neglected Importance of Timing.J Hosp Med2019
30350026The Association Between Mentor-Mentee Network Features and Publication Productivity Among Early Career Academic Generalists.J Gen Intern Med2019
30557683Construct validity of six sentiment analysis methods in the text of encounter notes of patients with critical illness.J Biomed Inform2019
30407847Ward Capacity Strain: A Novel Predictor of Delays in Intensive Care Unit Survivor Throughput.Ann Am Thorac Soc2019
30659819Hierarchical Condition Categories for Pulmonary Diseases: Population Health Management and Policy Opportunities.Chest2019
29189575Incomplete Comparisons Between the Predictive Power of Data From Administrative Claims and Electronic Health Records.Med Care2018
30157500Numeracy and Understanding of Quantitative Aspects of Predictive Models: A Pilot Study.Appl Clin Inform2018
30016521A scoping review of patient-sharing network studies using administrative data.Transl Behav Med2018
30113865Associations of Intensive Care Unit Capacity Strain with Disposition and Outcomes of Patients with Sepsis Presenting to the Emergency Department.Ann Am Thorac Soc2018
29629986Inclusion of Unstructured Clinical Text Improves Early Prediction of Death or Prolonged ICU Stay.Crit Care Med2018
29564608Eliminating Gender-Based Bias in Academic Medicine: More Than Naming the "Elephant in the Room".J Gen Intern Med2018
27586992Evidence supports the superiority of closed ICUs for patients and families: No.Intensive Care Med2017
28441234Validation of an Administrative Definition of ICU Admission Using Revenue Center Codes.Crit Care Med2017
29058448Improving Care for Patients with Interstitial Lung Disease Using Machine Learning Requires Transparency and Reproducibility.Ann Am Thorac Soc2017
27333269Natural Language Processing to Assess Documentation of Features of Critical Illness in Discharge Documents of Acute Respiratory Distress Syndrome Survivors.Ann Am Thorac Soc2016
27976941Validation of Administrative Definitions of Invasive Mechanical Ventilation across 30 Intensive Care Units.Am J Respir Crit Care Med2016
26376062Intensive care unit capacity strain and adherence to prophylaxis guidelines.J Crit Care2015
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Collaborators

Scott D Halpern
Perelman School of Medicine, University of Pennsylvania
Co-authored papers 22
George L Anesi
University of Pennsylvania Perelman School of Medicine
Co-authored papers 11
Rachel Kohn
Perelman School of Medicine at the University of Pennsylvania
Co-authored papers 11
Meeta Prasad Kerlin
Perelman School of Medicine at the University of Pennsylvania
Co-authored papers 10
Michael O Harhay
University of Pennsylvania, Perelman School of Medicine
Co-authored papers 8
Vincent X Liu
Kaiser Permanente
Co-authored papers 6
Brian Bayes
Palliative and Advanced Illness Research Center, Perelman School of Medicine.
Co-authored papers 6
Rebecca A Hubbard
Perelman School of Medicine, The University of Pennsylvania
Co-authored papers 5
Nicole B Gabler
Perelman School of Medicine, University of Pennsylvania
Co-authored papers 4
Katherine R Courtright
University of Pennsylvania Perelman School of Medicine
Co-authored papers 4
Vanessa Madden
Palliative and Advanced Illness Research Center.
Co-authored papers 3
Benjamin S Abella
University of Pennsylvania
Co-authored papers 3
Sarah J Ratcliffe (CM4AI)
University of Virginia
Co-authored papers 3
Michael G S Shashaty
Perelman School of Medicine at the University of Pennsylvania
Co-authored papers 2
Lyle H Ungar
University of Pennsylvania
Co-authored papers 2
Nicholas E Ingraham
University of Minnesota Medical Center
Co-authored papers 2
Scott R Greysen
Section of Hospital Medicine, Hospital of the University of Pennsylvania
Co-authored papers 2
Marilyn M Schapira
University of Pennsylvania
Co-authored papers 2
David A Asch
University of Pennsylvania, USA Leonard Davis Institute of Health Economics
Co-authored papers 2
Leo Anthony Celi
Harvard T.H. Chan School of Public Health, MIT
Co-authored papers 2
Gabriel J Escobar
Kaiser Permanente
Co-authored papers 2
Joanna L Hart
Leonard Davis Institute of Health Economics, University of Pennsylvania
Co-authored papers 2
Rachel M Werner
University of Pennsylvania
Co-authored papers 2
Mucio Kit Delgado
Leonard Davis Institute of Health Economics.
Co-authored papers 2
Kuldeep N Yadav
ESI Model Hospital
Co-authored papers 2
Christopher V Cosgriff
Perelman School of Medicine at the University of Pennsylvania
Co-authored papers 1
Nadia Dowshen
Children's Hospital of Philadelphia
Co-authored papers 1
Casey S Greene
Dartmouth College Geisel School of Medicine, Princeton University, University of Colorado Anschutz Medical Campus, University of Pennsylvania Perelman School of Medicine
Co-authored papers 1
Giovanni Tricella
Mario Negri Institute for Pharmacological Research IRCCS
Co-authored papers 1
Anna E Buehler
University of California, San Diego School of Medicine
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Release 1.2