Evaluation of Machine Learning to Detect Influenza Using Wearable Sensor Data and Patient-Reported Symptoms: Cohort Study - Farooq, Kamran; Lim, Melody; Dennison-Hall, Lawrence; Janson, Finn; Olszewska, Aspen Hazel; Ahmad Zabidi, Muhammad Mamduh; Haratym-Rojek, Anna; Narowski, Karol; Clinch, Barry; Prunotto, Marco; Chawla, Devika; Hunter, Victoria; et al. (Journal of medical Internet research, 2024)
Keywords: Adult; Algorithms; Biosensors; Cohort Studies; Data mining; Diagnosis; Evaluation; Female; Health aspects; Heart beat; Humans; Influenza; Influenza, Human - diagnosis; Machine Learning; Male; Medical research; Medicine, Experimental; Middle Aged; Original Paper; Prospective Studies; Self Report; Sensors; Sleep; Wearable Electronic Devices; Young Adult; Switzerland; Taiwan; influenza; wearable sensor; influenza-like illness; machine learning; person-generated health care data