Key considerations, target product profiles, and research gaps in the application of infrared spectroscopy and artificial intelligence for malaria surveillance and diagnosis - Mshani, Issa H.; Siria, Doreen J.; Mwanga, Emmanuel P.; Sow, Bazoumana BD; Sanou, Roger; Opiyo, Mercy; Sikulu-Lord, Maggy T.; Ferguson, Heather M.; Diabate, Abdoulaye; Wynne, Klaas; González-Jiménez, Mario; Baldini, Francesco; et al. (Malaria journal, 2023)
Keywords: Analytical methods; Animals; Aquatic insects; Artificial Intelligence; Asymptomatic; Culicidae; Deep learning; Diagnostic tests; Epidemiology; Evidence Gaps; Health aspects; Human diseases; Humans; Infection; Infections; Infrared spectroscopy; Insecticides; Laboratories; Learning algorithms; Low income groups; Machine learning; Malaria; Malaria - epidemiology; Malaria surveillance; Microscopy; Mosquito Vectors; Mosquitoes; Mutation; Parameters; Parasites; Parasitic diseases; Plasmodium falciparum; Public health; Radiation; Review; Spectrophotometry, Infrared - methods; Spectrum analysis; Surveillance; Surveys; Target product profiles; Vector-borne diseases; Vectors; United States; Deep learning; Infrared spectroscopy; Artificial intelligence; Malaria surveillance; Target product profiles; Machine learning