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Is the use of Adam optimiser and label smoothing adequate for optimizing YOLOv7 and YOLOv7-E6E to attain a high-quality automated analysis and differential diagnostic evaluation of bronchoalveolar lavage fluid?

2024-07-04

Abstract excerpt

<title>Abstract</title> <p><bold>Background:</bold> In a world where lower respiratory tract infections rank among the leading causes of death and disability-adjusted life years (DALYs), precise and timely diagnosis is crucial. Bronchoalveolar lavage (BAL) fluid analysis is a pivotal diagnostic tool in pneumology and intensive care medicine, but its effectiveness relies on individual expertise. Our research focus...

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Literature Corpus work: 12d408dc-a8a4-593a-991d-30d76a919f67
DOI: 10.21203/rs.3.rs-4680998/v1

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Is the use of Adam optimiser and label smoothing adequate for optimizing YOLOv7 and YOLOv7-E6E to attain a high-quality automated analysis and differential diagnostic evaluation of bronchoalveolar lavage fluid?DOI 10.21203/rs.3.rs-4680998/v1Read

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