Zobrazeno 1 - 3 of 3 pro vyhledávání: '"James Devasia"'
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Akademický článek
Deep learning classification of active tuberculosis lung zones wise manifestations using chest X-rays: a multi label approach
Autor: James Devasia, Hridayanand Goswami, Subitha Lakshminarayanan, Manju Rajaram, Subathra Adithan
Publikováno v: Scientific Reports, Vol 13, Iss 1, Pp 1-15 (2023)
Abstract Chest X-rays are the most economically viable diagnostic imaging test for active pulmonary tuberculosis screening despite the high sensitivity and low specificity when interpreted by clinicians or radiologists. Computer aided detection (CAD)
Externí odkaz: https://doaj.org/article/1692b36c6cdb4b4cb36c5d5ec8f4bbd2
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2
Deep Learning Classification of Active Tuberculosis Using Chest X-Rays: Efficacy of Transfer Learning and Generalization Performance of Cross-Population Datasets
Autor: James Devasia, Hridyanand Goswami, Subitha Lakshminarayanan, Manju Rajaram, Subathra Adithan, Ambalavanan Bharanidharan
Chest X-ray based diagnosis of active Tuberculosis (TB) is one of the oldest ubiquitous tests in medical practice. Artificial Intelligence (AI) based automated detection of abnormality in chest radiography is crucial in radiology workflow. Most deep
Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::10a768ee10a412690389b8d0d70c2ee1
https://doi.org/10.21203/rs.3.rs-1235165/v1
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Plný text Recenzováno Digitální knihovna AV ČR
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