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A Machine Learning Framework for Serogroup Classification of pathogenic species of <i>Leptospira</i> Based on <i>rfb</i> Locus Profiles

2026-03-05

Abstract excerpt

Leptospira is a highly diverse genus traditionally classified by serological assays into more than 30 serogroups and over 300 serovars. However, this classification system is often complex and inconsistent, as cross-reactions between antigens can lead to ambiguous results. Moreover, serological tests such as MAT and CAAT are labor-intensive, require live cultures, and are difficult to standardize across laboratori...

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Literature Corpus work
06bfcaf2-26cd-57d0-89c7-bc2d1d15cf61
DOI
10.64898/2026.03.04.708288
Open publication

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A Machine Learning Framework for Serogroup Classification of pathogenic species of <i>Leptospira</i> Based on <i>rfb</i> Locus ProfilesDOI 10.64898/2026.03.04.708288
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