Improving Bovine Brucellosis Diagnostics: Rapid, Accurate Detection via Blood Serum Infrared Spectroscopy and Machine Learning

Improving Bovine Brucellosis Diagnostics: Rapid, Accurate Detection via Blood Serum Infrared Spectroscopy and Machine Learning

Saved in:

Bibliographic Details
Main Authors:	Thiago Franca, Miller Lacerda, Camila Calvani, Kelvy Arruda, Ana Maranni, Gustavo Nicolodelli, Sivakumaran Karthikeyan, Bruno Marangoni, Carlos Nascimento, Cicero Cena
Format:	Article
Language:	English
Published:	American Chemical Society 2025-05-01
Series:	ACS Omega
Online Access:	https://doi.org/10.1021/acsomega.5c00504
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Potential use of saliva infrared spectra and machine learning for a minimally invasive screening test for congenital syphilis in infants
by: Deise Cristina Dal’Ongaro, et al.
Published: (2025-07-01)

A detailed review of bovine brucellosis
by: Saifur Rehman, et al.
Published: (2025-04-01)

Rapid and Accurate Measurement of Major Soybean Components Using Near-Infrared Spectroscopy
by: Chenxiao Li, et al.
Published: (2025-06-01)

Accurate Coal Classification Using PAIPSO-ELM with Near-Infrared Reflectance Spectroscopy
by: Yiyang Wang, et al.
Published: (2024-11-01)

The status of bovine brucellosis in Gauteng Province, South Africa, 2020
by: Liesl De Boni, et al.
Published: (2024-10-01)

Exploring bovine brucellosis in Bangladesh: Current scenario and future outlook
by: Md. Zaminur Rahman, et al.
Published: (2024-04-01)

Socio-epidemiological study of bovine brucellosis: Seasonal cattle migration in Myanmar
by: Su Su Hlaing, et al.
Published: (2025-04-01)

Characterizing the behavior of solutions in a fractal-fractional model of bovine brucellosis in cattle
by: Ghaliah Alhamzi, et al.
Published: (2025-12-01)

Bovine brucellosis, associated risk factors and preventive measures in industrial cattle farms
by: Shahrokh Izadi, et al.
Published: (2024-11-01)

Epidemiology of bovine brucellosis in Costa Rica: Lessons learned from failures in the control of the disease.
by: Gabriela Hernández-Mora, et al.
Published: (2017-01-01)

Bovine Tuberculosis and Brucellosis in Traditionally Managed Livestock in Selected Districts of Southern Province of Zambia
by: J. B. Muma, et al.
Published: (2013-01-01)

Worthwhile Relevance of Infrared Spectroscopy in Characterization of Samples and Concept of Infrared Spectroscopy-Based Synchrotron Radiation
by: Ayodele Temidayo Odularu
Published: (2020-01-01)

Near infrared spectroscopy analysis as a screening tool to classify milk from bovine subclinical mastitis and promote pathogen-based therapy
by: Pablo Rodríguez-Hernández, et al.
Published: (2025-06-01)

Prevalence of Bovine Brucellosis in Organized Dairy Farms, Using Milk ELISA, in Quetta City, Balochistan, Pakistan
by: Muhammad Shafee, et al.
Published: (2011-01-01)

Accurate identification of bovine deltapapillomavirus in equine sarcoids by ddPCR
by: Anna Cutarelli, et al.
Published: (2025-08-01)

Study on Seroprevalence and Associated Factors of Bovine Brucellosis in Selected Districts of Afar National Regional State, Afar, Ethiopia
by: Wossene Negash, et al.
Published: (2021-01-01)

Assessing the efficiency of the bovine brucellosis surveillance-control system in a disease-free context through agent-based modelling
by: Sofia Mlala, et al.
Published: (2025-06-01)

Bayesian Estimation of Sensitivity and Specificity of Rose Bengal, Complement Fixation, and Indirect ELISA Tests for the Diagnosis of Bovine Brucellosis in Ethiopia
by: T. Getachew, et al.
Published: (2016-01-01)

High‐Detectivity GeSn Mid‐Infrared Photodetectors for Sensitive Infrared Spectroscopy
by: Meng‐Hsien Chou, et al.
Published: (2025-06-01)

The application of near infrared spectroscopy (NIR) technique for
by: Sandor Barabassy
Published: (2001-06-01)

Determination and Characterization of (Novel) Circulating Strains of <i>Brucella</i> sp. Within the National Bovine Brucellosis Control Program in Ecuador
by: Ana Dolores Garrido-Haro, et al.
Published: (2025-02-01)

Refined Analysis of Microplastics: Integrating Infrared and Raman Spectroscopy
by: VITOR S. RAMOS, et al.
Published: (2025-06-01)

Near-infrared spectroscopy of the cerebellum in motor activation tasks
by: Yew Long Lo, et al.
Published: (2025-07-01)

Correlation of Linestrength and Linewidth in Highly-Resolved Infrared Spectroscopy
by: Gion Calzaferri, et al.
Published: (1987-04-01)

Research progress of near infrared spectroscopy in condiments detection
by: YU Xinlei, et al.
Published: (2024-09-01)

Apple Variety Identification Using Near-Infrared Spectroscopy
by: Caihong Li, et al.
Published: (2018-01-01)

Structuring of Modified Epoxy Composite Materials by Infrared Spectroscopy
by: Kashytskyi V. P., et al.
Published: (2023-06-01)

A 3D Printed Air-Tight Cell Adaptable for Far-Infrared Reflectance, Optical Photothermal Infrared Spectroscopy, and Raman Spectroscopy Measurements
by: Annalisa Paolone, et al.
Published: (2024-12-01)

Rapid Recognition of Geoherbalism and Authenticity of a Chinese Herb by Data Fusion of Near-Infrared Spectroscopy (NIR) and Mid-Infrared (MIR) Spectroscopy Combined with Chemometrics
by: Haiyan Fu, et al.
Published: (2019-01-01)

Concomitant Use of Fourier Transform Infrared Attenuated Total Reflectance Spectroscopy and Chemometrics for Quantification of Multiple Adulterants in Roasted and Ground Coffee
by: Nádia Reis, et al.
Published: (2016-01-01)

Pulmonary Involvement in Brucellosis
by: Mehmet Uluğ, et al.
Published: (2012-01-01)

Animal brucellosis in Egypt
by: Gamal Wareth, et al.
Published: (2014-11-01)

Integrating Near-Infrared Spectroscopy and Proteomics for Semen Quality Biosensing
by: Notsile H. Dlamini, et al.
Published: (2025-07-01)

Prediction of Canola Residue Characteristics Using Near-Infrared Spectroscopy
by: Tami L. Stubbs, et al.
Published: (2017-01-01)

Determination of Multicomponents in Rubi Fructus by Near-Infrared Spectroscopy Technique
by: Wenjun Du, et al.
Published: (2023-01-01)

Sensing Protein Structural Transitions with Microfluidic Modulation Infrared Spectroscopy
by: Lathan Lucas, et al.
Published: (2025-06-01)

Study on the Processing Technology of Calamine Calcination by Near-Infrared Spectroscopy
by: Xiaodong Zhang, et al.
Published: (2019-01-01)

Determination of Some Soil Properties with Near-infrared Reflectance Spectroscopy
by: Hüseyin Şenol, et al.
Published: (2012-09-01)

Estimation of mineral content in forages by near-infrared reflectance spectroscopy
by: Andrej LAVRENČIČ, et al.
Published: (2002-08-01)

Mid-Infrared Spectroscopy for Predicting Goat Milk Coagulation Properties
by: Arianna Goi, et al.
Published: (2025-07-01)