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조철현 교수

Cheol-Hyun Cho

고려대학교 정신건강의학과 · 심리학

연구실 소개

조철현 교수 연구실은 디지털 생체리듬과 정신건강을 융합한 연구를 선도하고 있습니다. 스마트폰 및 웨어러블 기기에서 수집하는 디지털 페놀타입 데이터를 기반으로 정서 예측 알고리즘을 개발하고, 이를 활용한 정신질환 조기 진단 및 개인 맞춤형 치료 개입을 연구하고 있습니다. 특히 인공지능 기반 앱과 챗봇을 활용한 실생활 정서 관리 솔루션 개발에 초점을 맞추고 있습니다.

디지털 페놀타입정서 예측생체리듬AI 정신건강스마트워치 데이터

연구 현황

논문 수
146
총 인용 수
2,285
최근 5년 논문
61
주요 분야
심리학

연구 성과 추이

표시된 성과는 수집된 데이터 기준으로 산출되며, 일부 차이가 있을 수 있습니다.

5개년 연도별 논문 게재 수
61총합
2022
2023
2024
2025
2026
5개년 연도별 피인용 수
568총합
20222023202420252026

주요 논문

15
1
논문|인용수 177·2019
Mood Prediction of Patients With Mood Disorders by Machine Learning Using Passive Digital Phenotypes Based on the Circadian Rhythm: Prospective Observational Cohort Study
Chul‐Hyun Cho, Taek Lee, Min-Gwan Kim, Hoh Peter In, Leen Kim, Heon‐Jeong Lee
SJR Q1Journal of Medical Internet ResearchOA

On the basis of the theoretical basis of chronobiology, this study proposed a good model for future research by developing a mood prediction algorithm using machine learning by processing and reclassifying digital log data. In addition to academic value, it is expected that this study will be of practical help to improve the prognosis of patients with mood disorders by making it possible to apply actual clinical application owing to the rapid expansion of digital technology.

Experimental and Cognitive PsychologyPsychology
2
논문|인용수 100·2015
Exposure to dim artificial light at night increases REM sleep and awakenings in humans
Chul‐Hyun Cho, Heon‐Jeong Lee, Ho‐Kyoung Yoon, Seung‐Gul Kang, Ki-Nam Bok, Ki‐Young Jung, Leen Kim, Eunil Lee
SJR Q2Chronobiology International

Exposure to artificial light at night (ALAN) has become increasing common, especially in developed countries. We investigated the effect of dALAN exposure during sleep in healthy young male subjects. A total of 30 healthy young male volunteers from 21 to 29 years old were recruited for the study. They were randomly divided into two groups depending on light intensity (Group A: 5 lux and Group B: 10 lux). After a quality control process, 23 healthy subjects were included in the study (Group A: 11

Global and Planetary ChangeEnvironmental Science
3
리뷰|인용수 84·2012
Oxidative stress and tardive dyskinesia: Pharmacogenetic evidence
Chul‐Hyun Cho, Heon‐Jeong Lee
SJR Q1Progress in Neuro-Psychopharmacology and Biological Psychiatry
Psychiatry and Mental healthMedicine
4
논문|인용수 81·2017
Correlation of occupational stress with depression, anxiety, and sleep in Korean dentists: cross-sectional study
Kyung-Won Song, Won-Seok Choi, Hee‐Jung Jee, Chi-Sung Yuh, Yong‐Ku Kim, Leen Kim, Heon‐Jeong Lee, Chul‐Hyun Cho
SJR Q1BMC PsychiatryOA

BACKGROUND: This study aimed to investigate the degree of occupational stress and the clinical mental state of dentists. In addition, we investigated the correlation of occupational stress with depression, anxiety, and sleep among dentists in Korea. METHODS: A cross-sectional survey on 231 dentists was conducted using the Doctor Job Stress Scale, Center for Epidemiologic Studies Depression Scale (CES-D), State-Trait Anxiety Index (STAI), and Pittsburgh Sleep Quality Index (PSQI). Correlation of

General Health ProfessionsHealth Professions
5
논문|인용수 67·2020
Effectiveness of a Smartphone App With a Wearable Activity Tracker in Preventing the Recurrence of Mood Disorders: Prospective Case-Control Study
Chul‐Hyun Cho, Taek Lee, Jung-Been Lee, Ju Yeon Seo, Hee‐Jung Jee, Serhim Son, Hyonggin An, Leen Kim, Heon‐Jeong Lee
SJR Q1JMIR Mental HealthOA

BACKGROUND: Smartphones and wearable devices can be used to obtain diverse daily log data related to circadian rhythms. For patients with mood disorders, giving feedback via a smartphone app with appropriate behavioral correction guides could play an important therapeutic role in the real world. OBJECTIVE: We aimed to evaluate the effectiveness of a smartphone app named Circadian Rhythm for Mood (CRM), which was developed to prevent mood episodes based on a machine learning algorithm that uses p

Applied PsychologyPsychology
6
논문|인용수 64·2023
Machine Learning–Based Prediction of Attention-Deficit/Hyperactivity Disorder and Sleep Problems With Wearable Data in Children
Won-Pyo Kim, Hyun-Jin Kim, Seung Pil Pack, Jae‐Hyun Lim, Chul‐Hyun Cho, Heon‐Jeong Lee
SJR Q1JAMA Network OpenOA

Importance: Early detection of attention-deficit/hyperactivity disorder (ADHD) and sleep problems is paramount for children's mental health. Interview-based diagnostic approaches have drawbacks, necessitating the development of an evaluation method that uses digital phenotypes in daily life. Objective: To evaluate the predictive performance of machine learning (ML) models by setting the data obtained from personal digital devices comprising training features (ie, wearable data) and diagnostic re

Psychiatry and Mental healthMedicine
7
논문|인용수 55·2025
Therapeutic Potential of Social Chatbots in Alleviating Loneliness and Social Anxiety: Quasi-Experimental Mixed Methods Study
Myungsung Kim, Seonmi Lee, Sieun Kim, Jeong-in Heo, Sangil Lee, Yu‐Bin Shin, Chul‐Hyun Cho, Dooyoung Jung
SJR Q1Journal of Medical Internet ResearchOA

Background Artificial intelligence (AI) social chatbots represent a major advancement in merging technology with mental health, offering benefits through natural and emotional communication. Unlike task-oriented chatbots, social chatbots build relationships and provide social support, which can positively impact mental health outcomes like loneliness and social anxiety. However, the specific effects and mechanisms through which these chatbots influence mental health remain underexplored. Objecti

Applied PsychologyPsychology
8
논문|인용수 45·2016
Molecular circadian rhythm shift due to bright light exposure before bedtime is related to subthreshold bipolarity
Chul‐Hyun Cho, Joung-Ho Moon, Ho‐Kyoung Yoon, Seung‐Gul Kang, Dongho Geum, Gi Hoon Son, Jong-Min Lim, Leen Kim, Eunil Lee, Heon‐Jeong Lee
SJR Q1Scientific ReportsOA

This study examined the link between circadian rhythm changes due to bright light exposure and subthreshold bipolarity. Molecular circadian rhythms, polysomnography, and actigraphy data were studied in 25 young, healthy male subjects, divided into high and low mood disorder questionnaire (MDQ) score groups. During the first 2 days of the study, the subjects were exposed to daily-living light (150 lux) for 4 hours before bedtime. Saliva and buccal cells were collected 5 times a day for 2 consecut

Endocrine and Autonomic SystemsNeuroscience
9
논문|인용수 41·2021
Virtual Reality–Based Psychotherapy in Social Anxiety Disorder: fMRI Study Using a Self-Referential Task
Ji‐Won Hur, Hyemin Shin, Dooyoung Jung, Heon‐Jeong Lee, Sungkil Lee, Gerard Jounghyun Kim, Chung-Yean Cho, Chung-Yean Cho, Seungmoon Choi, Seung-Moo Lee, Chul‐Hyun Cho, Chul‐Hyun Cho
SJR Q1JMIR Mental HealthOA

BACKGROUND: Although it has been well demonstrated that the efficacy of virtual reality therapy for social anxiety disorder is comparable to that of traditional cognitive behavioral therapy, little is known about the effect of virtual reality on pathological self-referential processes in individuals with social anxiety disorder. OBJECTIVE: We aimed to determine changes in self-referential processing and their neural mechanisms following virtual reality treatment. METHODS: We recruited participan

Human-Computer InteractionComputer Science
10
논문|인용수 38·2019
Could Digital Therapeutics be a Game Changer in Psychiatry?
Chul‐Hyun Cho, Heon‐Jeong Lee
SJR Q2Psychiatry InvestigationOA
Applied PsychologyPsychology
11
논문|인용수 29·2018
Impact of Exposure to Dim Light at Night on Sleep in Female and Comparison with Male Subjects
Chul‐Hyun Cho, Ho‐Kyoung Yoon, Seung‐Gul Kang, Leen Kim, Eunil Lee, Heon‐Jeong Lee
SJR Q2Psychiatry InvestigationOA

OBJECTIVE: Light pollution has become a social and health issue. We performed an experimental study to investigate impact of dim light at night (dLAN) on sleep in female subjects, with measurement of salivary melatonin. METHODS: The 25 female subjects (Group A: 12; Group B: 13 subjects) underwent a nocturnal polysomnography (NPSG) session with no light (Night 1) followed by an NPSG session randomly assigned to two conditions (Group A: 5; Group B: 10 lux) during a whole night of sleep (Night 2).

Global and Planetary ChangeEnvironmental Science
12
논문|인용수 28·2018
Validation of the Korean Version of the Biological Rhythms Interview of Assessment in Neuropsychiatry
Chul‐Hyun Cho, Seo-Yeon Jung, Flávio Kapczinski, Adriane Ribeiro Rosa, Heon‐Jeong Lee
SJR Q2Psychiatry InvestigationOA

The findings affirm that the K-BRIAN has good construct validity and internal consistency. This suggests that the K-BRIAN can be used to assess biological rhythms in the Korean population, especially for patients with mood disorder.

Experimental and Cognitive PsychologyPsychology
13
논문|인용수 28·2017
Individuals with Restless Legs Syndrome Tend to have Severe Depressive Symptoms: Findings from a Community-Based Cohort Study
Chul‐Hyun Cho, Leen Kim, Heon‐Jeong Lee
SJR Q2Psychiatry InvestigationOA

Restless legs syndrome (RLS) is a sensorimotor neurological disturbance causing physical and psychological distress. Here, we investigated the severity and effect of depressive symptoms in RLS among a Korean cohort population. Depressive symptoms were more prevalent in the RLS group than in the non-RLS group [≥mild depression: odds ratio (OR)=1.95, p<0.001; ≥ moderate depression: OR=6.15, p<0.001; and ≥severe depression: OR=56.54, p<0.001], with a predominant proportion of severe depression (97%

EpidemiologyMedicine
14
논문|인용수 23·2017
Design and Methods of the Mood Disorder Cohort Research Consortium (MDCRC) Study
Chul‐Hyun Cho, Yong Min Ahn, Se Joo Kim, Tae Hyun Ha, Hong Jin Jeon, Boseok Cha, Eunsoo Moon, Dong Yeon Park, Ji Hyun Baek, Hee‐Ju Kang, Vin Ryu, Hyonggin An
SJR Q2Psychiatry InvestigationOA

The Mood Disorder Cohort Research Consortium (MDCRC) study is designed as a naturalistic observational prospective cohort study for early-onset mood disorders (major depressive disorders, bipolar disorders type 1 and 2) in South Korea. The study subjects consist of two populations: 1) patients with mood disorders under 25 years old and 2) patients with mood disorders within 2 years of treatment under 35 years old. After successful screening, the subjects are evaluated using baseline assessments

Psychiatry and Mental healthMedicine
15
논문|인용수 19·2020
Temporal association between zolpidem medication and the risk of suicide: A 12-year population-based, retrospective cohort study
Chul‐Hyun Cho, Hee‐Jung Jee, Yoon-Ju Nam, Hyonggin An, Leen Kim, Heon‐Jeong Lee
SJR Q1Scientific ReportsOA

There have been concerns about abuse and unnecessary chronic administration of zolpidem, and zolpidem's relation to suicide risk. To investigate the temporal association of zolpidem with the risk of suicide, we conducted a 12-year, population-based, retrospective cohort study on the National Health Insurance Service-National Sample Cohort (NHIS-NSC), South Korea. Data were collected from 2002 to 2013 from the NHIS-NSC, and data cleaning was performed for 1,125,691 subjects. Cox proportional haza

Experimental and Cognitive PsychologyPsychology

대표 연구 분야

Experimental and Cognitive PsychologyPsychiatry and Mental healthEndocrine and Autonomic SystemsApplied PsychologyEpidemiologyGeneral Health Professions

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