Nikolay S Markov
22PUBLICATIONS
196CO-AUTHORS

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Publications (22)
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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
|Mar 06, 2025
An Observational Cohort Study of Bronchoalveolar Lavage Fluid Galactomannan and Aspergillus Culture Positivity in Patients Requiring Mechanical Ventilation.Catherine A Gao, Nikolay S Markov, Chiagozie Pickens
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Frequent Collaborators
17 joint publications
Alexander V Misharin
14 joint publications
Gr Scott Budinger
12 joint publications
Benjamin D Singer
11 joint publications
Hiam Abdala-Valencia
11 joint publications
Richard G Wunderink
11 joint publications
Catherine A Gao
9 joint publications
Mengjia Kang
7 joint publications
Karolina Senkow
7 joint publications
Rogan A Grant
6 joint publications
Luke V Rasmussen