Identification of Bacteria Resistance to Antibiotics by Means of Absorption of Specific Biochemical Groups with the Implementation of Machine Learning Algorithms.

• Grant number: 23/17384-8
• Support Opportunities: Scholarships in Brazil - Technical Training Program - Technical Training
• Start date: March 01, 2024
• End date: February 28, 2026
• Field of knowledge: Physical Sciences and Mathematics - Physics
• Principal Investigator: Vanderlei Salvador Bagnato
• Grantee: Claudia Patricia Barrera Patiño
• Host Institution: Instituto de Física de São Carlos (IFSC). Universidade de São Paulo (USP). São Carlos , SP, Brazil
• Associated research grant: 13/07276-1 - CEPOF - Optics and Photonic Research Center, AP.CEPID

Scientific publications

(References retrieved automatically from Web of Science and SciELO through information on FAPESP grants and their corresponding numbers as mentioned in the publications by the authors)

PATINO, CLAUDIA PATRICIA BARRERA; SOARES, JENNIFER MACHADO; BLANCO, KATE CRISTINA; BAGNATO, VANDERLEI SALVADOR. Machine Learning in FTIR Spectrum for the Identification of Antibiotic Resistance: A Demonstration with Different Species of Microorganisms. ANTIBIOTICS-BASEL, v. 13, n. 9, p. 21-pg., 2024-09-01. (13/07276-1, 24/00100-0, 23/17384-8, 14/50857-8)