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Detecting Manic State of Bipolar Disorder Based on Support Vector Machine and Gaussian Mixture Model Using Spontaneous Speech
Zhongde Pan, Chao Gui, Jing Zhang, Jie Zhu, Donghong Cui
Psychiatry Investig. 2018;15(7):695-700. Published online 2018 Jul 4 DOI: https://doi.org/10.30773/pi.2017.12.15
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Applications of Speech Analysis in Psychiatry
Katerina Dikaios, Sheri Rempel, Sri Harsha Dumpala, Sageev Oore, Michael Kiefte, Rudolf Uher
Harvard Review of Psychiatry.2023; 31(1): 1. CrossRef Automatic Bipolar Disorder Assessment Using Machine Learning With Smartphone-Based Digital Phenotyping
Chung-Hsien Wu, Jia-Hao Hsu, Cheng-Ray Liou, Hung-YI Su, Esther Ching-Lan Lin, Po-See Chen
IEEE Access.2023; 11: 121845. CrossRef High-Precise Bipolar Disorder Detection by Using Radial Basis Functions Based Neural Network
Miguel Ángel Luján, Ana M. Torres, Alejandro L. Borja, José L. Santos, Jorge Mateo Sotos
Electronics.2022; 11(3): 343. CrossRef Acoustic and Facial Features From Clinical Interviews for Machine Learning–Based Psychiatric Diagnosis: Algorithm Development
Michael L Birnbaum, Avner Abrami, Stephen Heisig, Asra Ali, Elizabeth Arenare, Carla Agurto, Nathaniel Lu, John M Kane, Guillermo Cecchi
JMIR Mental Health.2022; 9(1): e24699. CrossRef E-Prevention: Advanced Support System for Monitoring and Relapse Prevention in Patients with Psychotic Disorders Analyzing Long-Term Multimodal Data from Wearables and Video Captures
Athanasia Zlatintsi, Panagiotis P. Filntisis, Christos Garoufis, Niki Efthymiou, Petros Maragos, Andreas Menychtas, Ilias Maglogiannis, Panayiotis Tsanakas, Thomas Sounapoglou, Emmanouil Kalisperakis, Thomas Karantinos, Marina Lazaridi, Vasiliki Garyfalli
Sensors.2022; 22(19): 7544. CrossRef Acoustic and prosodic information for home monitoring of bipolar disorder
Mireia Farrús, Joan Codina-Filbà, Joan Escudero
Health Informatics Journal.2021; 27(1): 146045822097275. CrossRef Using Acoustic Speech Patterns From Smartphones to Investigate Mood Disorders: Scoping Review
Olivia Flanagan, Amy Chan, Partha Roop, Frederick Sundram
JMIR mHealth and uHealth.2021; 9(9): e24352. CrossRef Portable technologies for digital phenotyping of bipolar disorder: A systematic review
Luigi F. Saccaro, Giulia Amatori, Andrea Cappelli, Raffaele Mazziotti, Liliana Dell'Osso, Grazia Rutigliano
Journal of Affective Disorders.2021; 295: 323. CrossRef Automatic Assessment of Loneliness in Older Adults Using Speech Analysis on Responses to Daily Life Questions
Yasunori Yamada, Kaoru Shinkawa, Miyuki Nemoto, Tetsuaki Arai
Frontiers in Psychiatry.2021;[Epub] CrossRef A Systematic Review of Healthcare Provider-Targeted Mobile Applications to Screen for, Diagnose, or Monitor Non-Communicable Diseases in Low- and Middle-Income Countries
Pascal Geldsetzer, Sergio Flores, Grace Wang, Blanca Flores, Abu Bakarr Rogers, Aditi Bunker, Andrew Young Chang, Rebecca Tisdale
SSRN Electronic Journal.2021;[Epub] CrossRef Development of an Emotion-Sensitive mHealth Approach for Mood-State Recognition in Bipolar Disorder
Henning Daus, Timon Bloecher, Ronny Egeler, Richard De Klerk, Wilhelm Stork, Matthias Backenstrass
JMIR Mental Health.2020; 7(7): e14267. CrossRef Systematic Review of Digital Phenotyping and Machine Learning in Psychosis Spectrum Illnesses
James Benoit, Henry Onyeaka, Matcheri Keshavan, John Torous
Harvard Review of Psychiatry.2020; 28(5): 296. CrossRef Integrating digital phenotyping in clinical characterization of individuals with mood disorders
Elisa Brietzke, Emily R. Hawken, Maia Idzikowski, Janice Pong, Sidney H. Kennedy, Claudio N. Soares
Neuroscience & Biobehavioral Reviews.2019; 104: 223. CrossRef Clinical Characteristics and Psychotropic Drug Prescription Patterns of Bipolar Disorder Patients with a History of Suicidal Attempts: Findings from the REAP-BD, Korea
Seon-Cheol Park, Kiwon Kim, Ok-Jin Jang, Seung-Gon Kim, Jung Goo Lee, Joon Hyuk Park, Joonho Choi, Dong-Woo Lee, Shih-Ku Lin, Chay Hoon Tan, Naotaka Shinfuku, Yong Chon Park
Psychiatry Investigation.2019; 16(6): 459. CrossRef Peripheral blood metabolome predicts mood change-related activity in mouse model of bipolar disorder
Hideo Hagihara, Tomoyasu Horikawa, Yasuhiro Irino, Hironori K. Nakamura, Juzoh Umemori, Hirotaka Shoji, Masaru Yoshida, Yukiyasu Kamitani, Tsuyoshi Miyakawa
Molecular Brain.2019;[Epub] CrossRef
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