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Machine-learning classification of texture features of portable chest X-ray accurately classifies COVID-19 lung infection

Hussain, Lal, Tony Nguyen, Haifang Li, Adeel A Abbasi, Kashif J Lone, Zirun Zhao, Mahnoor Zaib, Anne Chen, and Tim Q Duong. 2020. “Machine-Learning Classification of Texture Features of Portable Chest X-Ray Accurately Classifies COVID-19 Lung Infection”. BioMedical Engineering OnLine 19: 1-18.
Last updated on 10/26/2023

Recent Publications

  • Magnetic resonance imaging detection of deep gray matter iron deposition in multiple sclerosis: A systematic review
  • An open natural language processing (NLP) framework for EHR-based clinical research: a case demonstration using the National COVID Cohort Collaborative (N3C)
  • Deep learning combining FDG-PET and neurocognitive data accurately predicts MCI conversion to Alzheimer s dementia 3-year post MCI diagnosis
  • Incidence of new-onset hypertension post—COVID-19: comparison with influenza
  • Machine learning prediction of pathological complete response and overall survival of breast cancer patients in an underserved inner-city population
  • Deep learning applications to breast cancer detection by magnetic resonance imaging: a literature review

Tim Q Duong, Ph.D.

Professor, Department of Radiology
Professor, Department of Biochemistry
Professor, Department of Ophthalmology & Visual Sciences
Professor, Dominick P. Purpura Department of Neuroscience
Vice Chair for Research Department of Radiology

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Montefiore Medical Center
111 East 210th Street
Bronx, NY 10467

tim.duong@einsteinmed.edu
Phone: 718.920.5113
Fax: 718.920.4854

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