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Detection of Mental Fatigue in the General Population: Feasibility Study of Keystroke Dynamics as a Real-world Biomarker

Detection of Mental Fatigue in the General Population: Feasibility Study of Keystroke Dynamics as a Real-world Biomarker

The AFD algorithm is based on the quick change detection algorithm proposed in the study by Perera et al [37] for intrusion detection based on mobile behavior biometrics. In this work, the algorithm is redesigned for the AFD task. The algorithm is based on calculating a new score from the cumulative sum of previous events (keystroke sessions). If the participant is in a rested state (gray lines in Figure 5), the cumulative sum will be almost 0.

Alejandro Acien, Aythami Morales, Ruben Vera-Rodriguez, Julian Fierrez, Ijah Mondesire-Crump, Teresa Arroyo-Gallego

JMIR Biomed Eng 2022;7(2):e41003

Implementation of Fingerprint Technology for Unique Patient Matching and Identification at an HIV Care and Treatment Facility in Western Kenya: Cross-sectional Study

Implementation of Fingerprint Technology for Unique Patient Matching and Identification at an HIV Care and Treatment Facility in Western Kenya: Cross-sectional Study

Bivariate associations of participants’ perception of biometrics and acceptability of the fingerprint technology system (N=300). a Not available. b Pearson chi-square test. Determinants of acceptability of the fingerprint biometric system (N=300). a UOR: unadjusted odds ratio. b AOR: adjusted odds ratio. c Pearson chi-square test.

Noah Kasiiti Kasiiti Jaafa, Benard Mokaya, Simon Muhindi Savai, Ada Yeung, Abraham Mosigisi Siika, Martin Were

J Med Internet Res 2021;23(12):e28958

Gender-Specific Combination HIV Prevention for Youth in High-Burden Settings: The MP3 Youth Observational Pilot Study Protocol

Gender-Specific Combination HIV Prevention for Youth in High-Burden Settings: The MP3 Youth Observational Pilot Study Protocol

Biometrics will be used to correctly identify participants, track repeat visits, and protect subject privacy and information. There will be a tablet connected via Universal Serial Bus (USB) to a biometric (fingerprint) scanner at the mobile events and during follow-up visits. This technology will be used to track uptake of services and to exclude individuals who try to enroll multiple times.

Jasmine Buttolph, Irene Inwani, Kawango Agot, Charles M Cleland, Peter Cherutich, James N Kiarie, Alfred Osoti, Connie L Celum, Jared M Baeten, Ruth Nduati, John Kinuthia, Timothy B Hallett, Ramzi Alsallaq, Ann E Kurth

JMIR Res Protoc 2017;6(3):e22