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The specification of scale normalized MAT images.

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posted on 2021-11-16, 18:40 authored by Yuji Oyamada, Ryo Ozuru, Toshiyuki Masuzawa, Satoshi Miyahara, Yasuhiko Nikaido, Fumiko Obata, Mitsumasa Saito, Sharon Yvette Angelina M. Villanueva, Jun Fujii

The specification of scale normalized MAT images.

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A machine learning model of microscopic agglutination test for diagnosis of leptospirosis
PLOS ONEPLOS ONE

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  • Space Science
  • Medicine
  • Microbiology
  • Biotechnology
  • Biological Sciences not elsewhere classified

Keywords

microscopic agglutination testdiluted patient serumcurrent algorithm judgesautomatic identification algorithmaccurately identify positivitysupport vector machinemachine learning modeldiv >< pmachine learning methodproposed decision methodcurrent mat methodacquired original images154 negative imagesleptospirosis </ pmachine learnedleptospira </transformed imagesnegative imagesmat imageszoonosis causedtrue aggregatestrained svmsrefine matpathogenic bacteriummat usingmaking processincreasing efficiencygreatly improvedgold standardfield microscopedistinguishing contaminantsantibody titeralso consideredachieve efficiency

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