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Ankit Agrawal

11PUBLICATIONS

97CO-AUTHORS

Epidemiological modellingAllergyPredictive and prognostic markersRespiratory diseasesNatural language processing

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Publications (11)

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|Feb 06, 2026

Developing and externally validating machine learning models to forecast short-term risk of ventilator-associated pneumonia.

Alec K Peltekian, Wan-Ting Liao, Vijeeth Guggilla

|Aug 20, 2025

Profibrotic monocyte-derived alveolar macrophages as a biomarker and therapeutic target in systemic sclerosis-associated interstitial lung disease.

Nikolay S Markov, Anthony J Esposito, Karolina J Senkow

|Aug 12, 2025

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

|Jun 12, 2025

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

|Jan 27, 2025

Large language models outperform traditional structured data-based approaches in identifying immunosuppressed patients.

Vijeeth Guggilla, Mengjia Kang, Melissa J Bak

|May 20, 2024

Neutrophil percentages in bronchoalveolar lavage fluid: Implications for diagnosing bacterial pneumonia in patients with immunocompromise and neutropenia.

Kevin M Grudzinski, Samuel Fenske, Alec Peltekian

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Frequent Collaborators

5 joint publications

Gr Scott Budinger

5 joint publications

Catherine A Gao

5 joint publications

Richard G Wunderink

5 joint publications

Alexander V Misharin

5 joint publications

Alec Peltekian

5 joint publications

Nikolay S Markov

4 joint publications

Mengjia Kang

4 joint publications

Luke V Rasmussen

3 joint publications

Benjamin D Singer

3 joint publications

Kevin M Grudzinski

Frequent Collaborators

5 joint publications

Gr Scott Budinger

5 joint publications

Catherine A Gao

5 joint publications

Richard G Wunderink

5 joint publications

Alexander V Misharin

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