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조한얼 교수

Han-earl Jo

연세대학교 재활의학과 · 의학

연구실 소개

조한얼 교수의 연구실은 대규모 건강 데이터 기반의 인공지능을 활용한 신경퇴행성질환 예측 모델 개발에 초점을 맞추고 있습니다. 특히 알츠하이머병의 조기 진단을 위한 기반 데이터와 기계학습 기반 위험도 예측 모델을 구축하며, 뇌병변 환자 대상의 척수내 베크로펜 치료 효과 및 부작용 분석에도 기여하고 있습니다. 또한, 공공보건 정책 수립에 기여할 수 있는 신경근육질환의 유병률 및 위험요인 분석, SNS를 통한 건강정보의 질 평가 등 실생활 응용에 초점을 맞춘 연구를 진행하고 있습니다.

알츠하이머병 예측대규모 건강 데이터신경퇴행성질환SNS 건강정보 평가척수내 베크로펜 치료

연구 현황

논문 수
52
총 인용 수
461
최근 5년 논문
33
주요 분야
의학

연구 성과 추이

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

5개년 연도별 논문 게재 수
33총합
2021
2022
2023
2024
2025
5개년 연도별 피인용 수
170총합
20212022202320242025

주요 논문

15
1
논문|인용수 143·2020
Machine learning prediction of incidence of Alzheimer’s disease using large-scale administrative health data
Ji Hwan Park, Han Eol Cho, Jong Hun Kim, Melanie M. Wall, Yaakov Stern, Hyunsun Lim, Shinjae Yoo, Hyoung Seop Kim, Jiook Cha
SJR Q1npj Digital MedicineOA

Abstract Nationwide population-based cohort provides a new opportunity to build an automated risk prediction model based on individuals’ history of health and healthcare beyond existing risk prediction models. We tested the possibility of machine learning models to predict future incidence of Alzheimer’s disease (AD) using large-scale administrative health data. From the Korean National Health Insurance Service database between 2002 and 2010, we obtained de-identified health data in elders above

Psychiatry and Mental healthMedicine
2
논문|인용수 39·2017
Outcomes of intrathecal baclofen therapy in patients with cerebral palsy and acquired brain injury
Young Kwon Yoon, Kil Chan Lee, Han Eol Cho, Minji Chae, Jin Woo Chang, Won Seok Chang, Sung‐Rae Cho
SJR Q3MedicineOA

Intrathecal baclofen (ITB) has been known to reduce spasticity which did not respond to oral medications and botulinum toxin treatment. However, few results have been reported comparing the effects of ITB therapy in patients with cerebral palsy (CP) and acquired brain injury. This study aimed to investigate beneficial and adverse effects of ITB bolus injection and pump therapy in patients with CP and to compare outcomes to patients with acquired brain injury such as traumatic brain injury and hy

NeurologyMedicine
3
논문|인용수 32·2021
Incidence and Reappraisal of Known Risk Factors Associated with Carpal Tunnel Syndrome: A Nationwide, 11-Year, Population-Based Study in South Korea
Seung Yeon Rhee, Han Eol Cho, Jong Hun Kim, Hyoung Seop Kim
SJR Q2Journal of Clinical NeurologyOA

This study calculated the incidence of CTS and reappraised the associated risk factors found in previous studies. This information will be helpful for determining the pathophysiology of CTS, and hence aid the establishment of effective new public health policies.

Radiology, Nuclear Medicine and ImagingMedicine
4
논문|인용수 28·2019
Clinical Usefulness of the Korean Developmental Screening Test (K-DST) for Developmental Delays
Chul Hoon Jang, Seong Woo Kim, Ha Ra Jeon, Da Wa Jung, Han Eol Cho, Jiyong Kim, Jang Woo Lee
SJR Q1Annals of Rehabilitation MedicineOA

K-DST is an excellent screening tool and is expected to replace K-ASQ with high validity.

Pediatrics, Perinatology and Child HealthMedicine
5
논문|인용수 28·2022
Reliability, Quality, and Educational Suitability of TikTok Videos as a Source of Information about Scoliosis Exercises: A Cross-Sectional Study
Chan Woong Jang, Myungsang Kim, Seong‐Woong Kang, Han Eol Cho
SJR Q2HealthcareOA

This study aimed to systematically assess the informational reliability, quality, and educational suitability of videos introducing scoliosis exercises on TikTok. We retrieved and screened 1904 TikTok videos with the hashtags: "#scoliosis", "#scoliosisexercise", and "#scoliosistips", before collecting a final sample of 171 scoliosis exercises in March 2022. Then, two independent raters assessed the reliability and quality of the videos using the DISCERN instrument and evaluated the educational s

EducationSocial Sciences
6
논문|인용수 24·2016
Comparison of Pulmonary Functions at Onset of Ventilatory Insufficiency in Patients With Amyotrophic Lateral Sclerosis, Duchenne Muscular Dystrophy, and Myotonic Muscular Dystrophy
Han Eol Cho, Jang Woo Lee, Seong‐Woong Kang, Won Ah Choi, Hyeonjun Oh, Kil Chan Lee
SJR Q1Annals of Rehabilitation MedicineOA

Disease-specific values of pulmonary function, including FVC, MEP, and MIP, can be accurately used to assess the onset of ventilatory insufficiency in patients with ALS, DMD, and MMD.

NeurologyMedicine
7
논문|인용수 17·2023
Mobile applications for cognitive training: Content analysis and quality review
Myeonghwan Bang, Chan Woong Jang, Hyoung Seop Kim, Jung Hyun Park, Han Eol Cho
SJR Q1Internet InterventionsOA

Most apps provided training for the memory and attention domains, but few apps included executive function or visuospatial domains. The quality of the apps improved significantly when more domains were provided, and was positively associated with the number of reviews received. These results could be useful for the future development of mobile apps for cognitive training.

Experimental and Cognitive PsychologyPsychology
8
preprint|인용수 15·2019
Machine Learning Prediction of Incidence of Alzheimer’s Disease Using Large-Scale Administrative Health Data
Ji Hwan Park, Han Eol Cho, Jong Hun Kim, Melanie M. Wall, Yaakov Stern, Hyunsun Lim, Shinjae Yoo, Hyoung Seop Kim, Jiook Cha
bioRxiv (Cold Spring Harbor Laboratory)OA

Abstract Nationwide population-based cohort provides a new opportunity to build a completely automated risk prediction model based on individuals’ history of health and healthcare beyond existing risk prediction models. We tested the possibility of machine learning models to predict future incidence of Alzheimer’s disease (AD) using large-scale administrative health data. From the Korean National Health Insurance Service database between 2002 and 2010, we obtained de-identified health data in el

Psychiatry and Mental healthMedicine
9
논문|인용수 13·2023
Impact of changes in clinical practice guidelines for intra-articular injection treatments for knee osteoarthritis on public interest and social media
Chan Woong Jang, Myeonghwan Bang, Kathy H. Sheehan, Han Eol Cho
SJR Q1Osteoarthritis and CartilageOA
HealthSocial Sciences
10
논문|인용수 9·2022
Value of Online Videos as a Shoulder Injection Training Tool for Physicians and Usability of Current Video Evaluation Tools
Chan Woong Jang, Myeonghwan Bang, Jung Hyun Park, Han Eol Cho
SJR Q2International Journal of Environmental Research and Public HealthOA

This study aimed to evaluate the reliability, overall quality, and educational value of online videos for learning the techniques related to shoulder injection treatments and analyzing the usability of video evaluation tools for musculoskeletal injections. Online video searches were performed in February 2022 using the terms “shoulder injection”, “glenohumeral joint injection”, “acromioclavicular joint injection”, and “subacromial bursa injection.” Included videos were scored by modified DISCERN

HealthSocial Sciences
11
논문|인용수 7·2023
노화에 따른 호흡기계 변화의 이해
Han Eol Cho
Annals of CardioPulmonary RehabilitationOA

Aging leads to functional decline across multiple organ systems due to physiological, anatomical, and immunological changes. The respiratory system also undergoes various changes due to aging. In this comprehensive review, we focus on the aging respiratory system, categorizing the changes into pulmonary function, structural anatomy, gas exchange, defense mechanisms, immune system alterations, and exercise capacity. Aging significantly affects pulmonary function. Lung development peaks around age

Pulmonary and Respiratory MedicineMedicine
12
논문|인용수 6·2020
Analysis of Pneumothorax in Noninvasive Ventilator Users With Duchenne Muscular Dystrophy
Han Eol Cho, Justin Byun, Won Ah Choi, Myungsang Kim, Kyeong Yeol Kim, Seong‐Woong Kang
SJR Q1CHEST JournalOA
Pulmonary and Respiratory MedicineMedicine
13
리뷰|인용수 6·2024
In Vivo Reprogramming Using Yamanaka Factors in the CNS: A Scoping Review
Han Eol Cho, Siwoo Lee, Jung Hwa Seo, Seong‐Woong Kang, Won Ah Choi, Sung‐Rae Cho
SJR Q1CellsOA

Central nervous system diseases, particularly neurodegenerative disorders, pose significant challenges in medicine. These conditions, characterized by progressive neuronal loss, have remained largely incurable, exacting a heavy toll on individuals and society. In recent years, in vivo reprogramming using Yamanaka factors has emerged as a promising approach for central nervous system regeneration. This technique involves introducing transcription factors, such as Oct4, Sox2, Klf4, and c-Myc, into

Molecular BiologyBiochemistry, Genetics and Molecular Biology
14
논문|인용수 6·2023
Mobile Apps to Improve Brace-Wearing Compliance in Patients with Idiopathic Scoliosis: A Quality Analysis, Functionality Review and Future Directions
Han Eol Cho, Chan Woong Jang, Sung‐Rae Cho, Won Ah Choi, Jung Hyun Park
SJR Q1Journal of Clinical MedicineOA

This study was performed to review which mHealth apps that improve brace-wearing compliance are currently available, and to carry out their quality assessments by listing their functionalities. We found ten mHealth apps in the literature review and commercial mHealth apps market (Google Play and App store). Then, the quality of these apps was evaluated by their transparency, health content, excellent technical content, security/privacy, issues of usability, and subjective ratings (THESIS) scale,

SurgeryMedicine
15
논문|인용수 5·2023
Usefulness of YouTube in Sharing Information about New Gene Therapy for Spinal Muscular Atrophy: A Content Analysis
Kyeong Yeol Kim, Chan Woong Jang, Seok Young Chung, Myungsang Kim, Sung‐Rae Cho, Han Eol Cho
SJR Q2HealthcareOA

This study aimed to objectively assess YouTube videos' quality, reliability, and information delivery capability regarding novel spinal muscular atrophy treatments. Using the keywords "nusinersen", "spinraza", "ridisplam", "evrysdi", "onasemnogene abeparvovec", and "zolgensma", we were able to retrieve and screen 360 videos before settling on a final sample of 99 on 25 September 2022. Then, two independent raters used the mDISCERN and GQS instruments to evaluate the videos' reliability and quali

Cognitive NeuroscienceNeuroscience

대표 연구 분야

Pulmonary and Respiratory MedicineSurgeryPsychiatry and Mental healthNeurologyHealthMolecular Biology

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