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Graph Machine Learning With Systematic Hyper-Parameter Selection on Hidden Networks and Mental Health Conditions in the Middle-Aged and Old
Kwang-Sig Lee, Byung-Joo Ham
Psychiatry Investig. 2024;21(12):1382-1390.   Published online December 23, 2024
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Novel Deep Learning-Based Vocal Biomarkers for Stress Detection in Koreans
Junghyun Namkung, Seok Min Kim, Won Ik Cho, So Young Yoo, Beomjun Min, Sang Yool Lee, Ji-Hye Lee, Heyeon Park, Soyoung Baik, Je-Yeon Yun, Nam Soo Kim, Jeong-Hyun Kim
Psychiatry Investig. 2024;21(11):1228-1237.   Published online November 18, 2024
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Using Deep Learning Techniques as an Attempt to Create the Most Cost-Effective Screening Tool for Cognitive Decline
Hye-Geum Kim, Wan-Seok Seo, Bon-Hoon Koo, Eun-Jin Cheon, Seokho Yun, Sohye Jo, Byoungyoung Gu
Psychiatry Investig. 2024;21(8):912-917.   Published online August 2, 2024
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Simultaneous Utilization of Mood Disorder Questionnaire and Bipolar Spectrum Diagnostic Scale for Machine Learning-Based Classification of Patients With Bipolar Disorders and Depressive Disorders
Kyungwon Kim, Hyun Ju Lim, Je-Min Park, Byung-Dae Lee, Young-Min Lee, Hwagyu Suh, Eunsoo Moon
Psychiatry Investig. 2024;21(8):877-884.   Published online August 2, 2024
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Classification of Mild Cognitive Impairment Using Functional Near-Infrared Spectroscopy-Derived Biomarkers With Convolutional Neural Networks
Jin-Hyuck Park
Psychiatry Investig. 2024;21(3):294-299.   Published online March 25, 2024
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A Case-Control Clinical Trial on a Deep Learning-Based Classification System for Diagnosis of Amyloid-Positive Alzheimer’s Disease
Jong Bin Bae, Subin Lee, Hyunwoo Oh, Jinkyeong Sung, Dongsoo Lee, Ji Won Han, Jun Sung Kim, Jae Hyoung Kim, Sang Eun Kim, Ki Woong Kim
Psychiatry Investig. 2023;20(12):1195-1203.   Published online December 18, 2023
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Elevated Serum Galectin-1 and Galectin-3 Levels in Children With Specific Learning Disorder: A Case Control Study
Yaşar Tanır, Zeynep Nur Gülle, Gökçe Sultan Uncu, Adile Merve Baki, Pervin Vural, Nusret Soylu, Abdurrahman Cahid Örengül
Psychiatry Investig. 2023;20(7):609-615.   Published online July 7, 2023
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Regional Brain Volume Changes in Catholic Nuns: A Cross-Sectional Study Using Deep Learning-Based Brain MRI Segmentation
Ju-Hye Chung, Youngmi Eun, Sun Myeong Ock, Bo-Kyung Kim, Tae-Hong Kim, Donghyeon Kim, Se Jin Park, Min-Kyun Im, Se-Hong Kim
Psychiatry Investig. 2022;19(9):754-762.   Published online September 22, 2022
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Machine Learning on Early Diagnosis of Depression
Kwang-Sig Lee, Byung-Joo Ham
Psychiatry Investig. 2022;19(8):597-605.   Published online August 24, 2022
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Classification of Adolescent Psychiatric Patients at High Risk of Suicide Using the Personality Assessment Inventory by Machine Learning
Kyung-Won Kim, Jae Seok Lim, Chan-Mo Yang, Seung-Ho Jang, Sang-Yeol Lee
Psychiatry Investig. 2021;18(11):1137-1143.   Published online November 5, 2021
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Applying Artificial Intelligence for Diagnostic Classification of Korean Autism Spectrum Disorder
Eun Soo Choi, Hee Jeong Yoo, Min Soo Kang, Soon Ae Kim
Psychiatry Investig. 2020;17(11):1090-1095.   Published online October 27, 2020
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Prediction of Suicidal Ideation among Korean Adults Using Machine Learning: A Cross-Sectional Study
Bumjo Oh, Je-Yeon Yun, Eun Chong Yeo, Dong-Hoi Kim, Jin Kim, Bum-Joo Cho
Psychiatry Investig. 2020;17(4):331-340.   Published online March 27, 2020
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Detection of Suicide Attempters among Suicide Ideators Using Machine Learning
Seunghyong Ryu, Hyeongrae Lee, Dong-Kyun Lee, Sung-Wan Kim, Chul-Eung Kim
Psychiatry Investig. 2019;16(8):588-593.   Published online August 21, 2019
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