2025
Evaluating the Usability of an HIV Prevention Artificial Intelligence Chatbot in Malaysia: National Observational Study
Ni Z, Oh S, Saifi R, Azwa I, Altice F. Evaluating the Usability of an HIV Prevention Artificial Intelligence Chatbot in Malaysia: National Observational Study. JMIR Human Factors 2025, 12: e70034. PMID: 40663792, PMCID: PMC12283058, DOI: 10.2196/70034.Peer-Reviewed Original ResearchHIV self-test kitsPromote HIV testingSelf-test kitsHIV testingAI chatbotsObservational studyMSM-friendly clinicsFree HIV self-testing kitArtificial intelligenceDevelopment platformMental health servicesMiddle-income countriesPersonal health informationHuman-chatbot interactionsUpper middle-income countriesNational observational studyMachine learning algorithmsHealth servicesArtificial intelligence chatbotsHealth informationMental healthCommunity outreachSocial networking appsHealthcare systemHIV epidemic
2024
Using Voice Data to Facilitate Depression Risk Assessment in Primary Health Care
Goyal A, Man R, Lee R, Saha K, Altice F, Poellabauer C, Papakyriakopoulos O, Cheung L, De Choudhury M, Allagh K, Kumar N. Using Voice Data to Facilitate Depression Risk Assessment in Primary Health Care. 2024, 17-18. DOI: 10.1145/3630744.3658408.Peer-Reviewed Original ResearchDepression riskPrimary health careDepression risk assessmentLower-income patientsHealth careTreating depressionVoice dataDepressionK-nearest neighbor classifierMachine learning algorithmsCollected voice dataRiskNeighbor classifierLearning algorithmsStable internet connectionK-nearestInternet connectionTelehealthCare
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