Spectroscopic identification of bacteria resistance to antibiotics by means of absorption of specific biochemical groups and special machine learning algorithm
Claudia Patricia Barrera Patiño Jennifer Machado Soares; Kate Cristina Blanco; Natalia Mayumi Inada; Vanderlei Salvador Bagnato
Antibiotics Basel v. 12, n. 10, p. 1502-1-1502-18 + supplementary materials, Oct. 2023
Basel 2023
Localização:
IFSC - Inst. Física de São Carlos
(PROD034945 )(Acessar)
Implementation of machine learning study in Staphylococcus aureus’s FTIR spectra to antibiotic resistance identification
Claudia Patricia Barrera Patiño Jennifer Machado Soares; Kate Cristina Blanco; Natalia Mayumi Inada; Vanderlei Salvador Bagnato; Photonics West (2024 San Francisco); BIOS (2024 San Francisco); Photonic Diagnosis, Monitoring, Prevention, and Treatment of Infections and Inflammatory Diseases (2024 California)
Proceedings of SPIE Bellingham v. 12822, p. 1282202-1- 1282202-6, Mar. 2024
Bellingham 2024
Localização:
IFSC - Inst. Física de São Carlos
(PROD035663 )(Acessar)