Ankit Agrawal

11PUBLICATIONS
97CO-AUTHORS
Epidemiological modellingAllergyPredictive and prognostic markersRespiratory diseasesNatural language processing
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Publications (11)

|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