Improving Bovine Brucellosis Diagnostics: Rapid, Accurate Detection via Blood Serum Infrared Spectroscopy and Machine Learning
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| Main Authors: | , , , , , , , , , |
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| Format: | Article |
| Language: | English |
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American Chemical Society
2025-05-01
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| Series: | ACS Omega |
| Online Access: | https://doi.org/10.1021/acsomega.5c00504 |
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| author | Thiago Franca Miller Lacerda Camila Calvani Kelvy Arruda Ana Maranni Gustavo Nicolodelli Sivakumaran Karthikeyan Bruno Marangoni Carlos Nascimento Cicero Cena |
| author_facet | Thiago Franca Miller Lacerda Camila Calvani Kelvy Arruda Ana Maranni Gustavo Nicolodelli Sivakumaran Karthikeyan Bruno Marangoni Carlos Nascimento Cicero Cena |
| author_sort | Thiago Franca |
| collection | DOAJ |
| format | Article |
| id | doaj-art-557b4c267d7344afa38f3c31ded0a02b |
| institution | OA Journals |
| issn | 2470-1343 |
| language | English |
| publishDate | 2025-05-01 |
| publisher | American Chemical Society |
| record_format | Article |
| series | ACS Omega |
| spelling | doaj-art-557b4c267d7344afa38f3c31ded0a02b2025-08-20T02:35:11ZengAmerican Chemical SocietyACS Omega2470-13432025-05-011022229522295910.1021/acsomega.5c00504Improving Bovine Brucellosis Diagnostics: Rapid, Accurate Detection via Blood Serum Infrared Spectroscopy and Machine LearningThiago Franca0Miller Lacerda1Camila Calvani2Kelvy Arruda3Ana Maranni4Gustavo Nicolodelli5Sivakumaran Karthikeyan6Bruno Marangoni7Carlos Nascimento8Cicero Cena9Optics and Photonic Lab (SISFOTON-UFMS), UFMS−Universidade Federal de Mato Grosso do Sul, Campo Grande, MS, BrazilOptics and Photonic Lab (SISFOTON-UFMS), UFMS−Universidade Federal de Mato Grosso do Sul, Campo Grande, MS, BrazilOptics and Photonic Lab (SISFOTON-UFMS), UFMS−Universidade Federal de Mato Grosso do Sul, Campo Grande, MS, BrazilOptics and Photonic Lab (SISFOTON-UFMS), UFMS−Universidade Federal de Mato Grosso do Sul, Campo Grande, MS, BrazilOptics and Photonic Lab (SISFOTON-UFMS), UFMS−Universidade Federal de Mato Grosso do Sul, Campo Grande, MS, BrazilUFSC−Universidade Federal de Santa Catarina, Florinópolis, SC, BrazilDepartment of Physics, Dr. Ambedkar Government Arts College, Chennai, Tamilnadu, IndiaOptics and Photonic Lab (SISFOTON-UFMS), UFMS−Universidade Federal de Mato Grosso do Sul, Campo Grande, MS, BrazilOptics and Photonic Lab (SISFOTON-UFMS), UFMS−Universidade Federal de Mato Grosso do Sul, Campo Grande, MS, BrazilOptics and Photonic Lab (SISFOTON-UFMS), UFMS−Universidade Federal de Mato Grosso do Sul, Campo Grande, MS, Brazilhttps://doi.org/10.1021/acsomega.5c00504 |
| spellingShingle | Thiago Franca Miller Lacerda Camila Calvani Kelvy Arruda Ana Maranni Gustavo Nicolodelli Sivakumaran Karthikeyan Bruno Marangoni Carlos Nascimento Cicero Cena Improving Bovine Brucellosis Diagnostics: Rapid, Accurate Detection via Blood Serum Infrared Spectroscopy and Machine Learning ACS Omega |
| title | Improving Bovine Brucellosis Diagnostics: Rapid, Accurate Detection via Blood Serum Infrared Spectroscopy and Machine Learning |
| title_full | Improving Bovine Brucellosis Diagnostics: Rapid, Accurate Detection via Blood Serum Infrared Spectroscopy and Machine Learning |
| title_fullStr | Improving Bovine Brucellosis Diagnostics: Rapid, Accurate Detection via Blood Serum Infrared Spectroscopy and Machine Learning |
| title_full_unstemmed | Improving Bovine Brucellosis Diagnostics: Rapid, Accurate Detection via Blood Serum Infrared Spectroscopy and Machine Learning |
| title_short | Improving Bovine Brucellosis Diagnostics: Rapid, Accurate Detection via Blood Serum Infrared Spectroscopy and Machine Learning |
| title_sort | improving bovine brucellosis diagnostics rapid accurate detection via blood serum infrared spectroscopy and machine learning |
| url | https://doi.org/10.1021/acsomega.5c00504 |
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