Publications by authors named "Catherine A Gao"

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An exploratory survey about using ChatGPT in education, healthcare, and research.
Mohammad Hosseini, Catherine A Gao, David M Liebovitz, Alexandre M Carvalho, Faraz S Ahmad, Yuan Luo, Ngan MacDonald, Kristi L Holmes, Abel Kho

PLoS One· November 2023

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Large language models accurately identify immunosuppression in intensive care unit patients.
Vijeeth Guggilla, Mengjia Kang, Melissa J Bak, Steven D Tran, Anna Pawlowski, Catherine A Gao

J Am Med Inform Assoc· December 2025

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The Epidemiology of ICU Readmissions Across Ten Health Systems.
Saki Amagai, Vaishvik Chaudhari, Kaveri Chhikara, Nicholas E Ingraham, Chad H Hochberg, Catherine A Gao

Crit Care Explor· November 2025

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Microbial cell-free DNA sequencing of bronchoalveolar lavage fluid improves diagnostic yield and may add clinical utility in immunocompromised patients with severe pneumonia.
Vijeeth Guggilla, Chiagozie O Pickens, Helen K Donnelly, Anna Pawlowski, Erin Korth, Catherine A Gao

medRxiv· November 2025

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Correspondence on "A common longitudinal intensive care unit data format (CLIF) for critical illness research". Author's reply.
Catherine A Gao, Nicholas E Ingraham, Chad H Hochberg, Gary E Weissman, William F Parker

Intensive Care Med· September 2025

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Variability in First Academic Medicine Job Offers in Pulmonary and Critical Care Medicine.
Emily M Olson, Matthew E Modes, Timothy J Rowe, Patrick G Lyons, Nicholas E Ingraham, Catherine A Gao

medRxiv· September 2025

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Prone Positioning in a North American Cohort of Hypoxemic Patients on Mechanical Ventilation.
Anna K Barker, Akihiko Nishimura, Mark Nuppnau, Kevin G Buell, Patrick G Lyons, Catherine A Gao

medRxiv· September 2025

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Antibiotic de-escalation patterns and outcomes in critically ill patients with suspected pneumonia as informed by bronchoalveolar lavage results.
Mengou Zhu, Chiagozie I Pickens, Nikolay S Markov, Anna Pawlowski, Mengjia Kang, Catherine A Gao

Eur J Clin Microbiol Infect Dis· August 2025

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Optimal Vasopressin Initiation in Septic Shock.
Catherine A Gao, William F Parker

JAMA· August 2025

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Immunosuppression variably impacts outcomes for patients hospitalized with COVID-19: A retrospective cohort study.
Vijeeth Guggilla, Jennifer A Pacheco, Alexandre M Carvalho, Grant R Whitmer, Anna E Pawlowski, Catherine A Gao

PLoS One· August 2025

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Developing and validating machine learning models to predict next-day extubation.
Samuel W Fenske, Alec Peltekian, Mengjia Kang, Nikolay S Markov, Mengou Zhu, Catherine A Gao

Sci Rep· July 2025

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Development of a pilot machine learning model to predict successful cure in critically ill patients with community-acquired pneumonia.
Mengou Zhu, Wan-Ting Liao, Alec Peltekian, Nikolay S Markov, Mengjia Kang, Catherine A Gao

medRxiv· July 2025

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Machine Learning Analysis of Electronic Health Records Identifies Interstitial Lung Disease and Predicts Mortality in Patients with Systemic Sclerosis.
Alec K Peltekian, Kevin M Grudzinski, Bradford C Bemiss, Jane E Dematte, Carrie Richardson, Catherine A Gao

medRxiv· June 2025

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Correction: A common longitudinal intensive care unit data format (CLIF) for critical illness research.
Juan C Rojas, Patrick G Lyons, Kaveri Chhikara, Vaishvik Chaudhari, Sivasubramanium V Bhavani, Catherine A Gao

Intensive Care Med· April 2025

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An Observational Cohort Study of Bronchoalveolar Lavage Fluid Galactomannan and Culture Positivity in Patients Requiring Mechanical Ventilation.
Catherine A Gao, Nikolay S Markov, Chiagozie Pickens, Anna Pawlowski, Mengjia Kang

Open Forum Infect Dis· March 2025

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A common longitudinal intensive care unit data format (CLIF) for critical illness research.
Juan C Rojas, Patrick G Lyons, Kaveri Chhikara, Vaishvik Chaudhari, Sivasubramanium V Bhavani, Catherine A Gao

Intensive Care Med· March 2025

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The Epidemiology of Intensive Care Unit Readmissions Across Ten Health Systems.
Saki Amagai, Vaishvik Chaudhari, Kaveri Chhikara, Nicholas E Ingraham, Chad H Hochberg, Catherine A Gao

medRxiv· March 2025

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Large language models outperform traditional structured data-based approaches in identifying immunosuppressed patients.
Vijeeth Guggilla, Mengjia Kang, Melissa J Bak, Steven D Tran, Anna Pawlowski, Catherine A Gao

medRxiv· January 2025

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Neutrophil percentages in bronchoalveolar lavage fluid: Implications for diagnosing bacterial pneumonia in patients with immunocompromise and neutropenia.
Kevin M Grudzinski, Samuel Fenske, Alec Peltekian, Nikolay S Markov, Anna Pawlowski, Catherine A Gao

medRxiv· November 2024

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Distinctive evolution of alveolar T cell responses is associated with clinical outcomes in unvaccinated patients with SARS-CoV-2 pneumonia.
Nikolay S Markov, Ziyou Ren, Karolina J Senkow, Rogan A Grant, Catherine A Gao

Nat Immunol· September 2024

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Antibiotic use during influenza infection augments lung eosinophils that impair immunity against secondary bacterial pneumonia.
Marilia Sanches Santos Rizzo Zuttion, Tanyalak Parimon, Stephanie A Bora, Changfu Yao, Katherine Lagree, Catherine A Gao

J Clin Invest· September 2024

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A Common Longitudinal Intensive Care Unit data Format (CLIF) to enable multi-institutional federated critical illness research.
Juan C Rojas, Patrick G Lyons, Kaveri Chhikara, Vaishvik Chaudhari, Sivasubramanium V Bhavani, Catherine A Gao

medRxiv· September 2024

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Antibiotic De-escalation Patterns and Outcomes in Critically Ill Patients with Suspected Pneumonia as Informed by Bronchoalveolar Lavage Results.
Mengou Zhu, Chiagozie I Pickens, Nikolay S Markov, Anna Pawlowski, Mengjia Kang, Catherine A Gao

medRxiv· September 2024

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Microbiology of Severe Community-Acquired Pneumonia and the Role of Rapid Molecular Techniques.
Chiagozie I Pickens, Catherine A Gao, Luisa Morales-Nebreda, Richard G Wunderink

Semin Respir Crit Care Med· April 2024

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An observational cohort study of bronchoalveolar lavage fluid galactomannan and culture positivity in patients requiring mechanical ventilation.
Catherine A Gao, Nikolay S Markov, Chiagozie Pickens, Anna Pawlowski, Mengjia Kang

medRxiv· February 2024

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A distinctive evolution of alveolar T cell responses is associated with clinical outcomes in unvaccinated patients with SARS-CoV-2 pneumonia.
Nikolay S Markov, Ziyou Ren, Karolina J Senkow, Rogan A Grant, Catherine A Gao

bioRxiv· December 2023

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