hello,
i am joohyun lee .

Registered Nurse(RN)
MSc in Biomedical Informatics, Yonsei University College of Medicine

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about me

Hello everyone! My name is JooHyun Lee and I completed my MSc in Biomedical Informatics at Yonsei University College of Medicine in February 2024, where I was a member of the DHLab.

My overall research interest is to create social impact by applying digital technologies to healthcare to achieve health equity. I focus on studying artificial intelligence, machine learning, digital phenotyping and digital therapeutics to achieve health equity.

phone

+82 10-8240-6860

email

joohyun910707
@hanmail.net

Google Scholar

link

profile_image

Journal & Conference

Metaverse-based social skills training programme for children with autism spectrum disorder to improve social interaction ability: an open-label, single-centre, randomised controlled pilot trial

Joo Hyun Lee*, Tae Seon Lee*, Su Young Yoo, Seung Woo Lee, Ji Hye Jang, Ye jin Choi, Yu Rang Park

eClinicalMedicine, 2023;61:102072 link

Media covered in BRIC (한빛사)

Develop method to efficiently apply image-based facial emotion classification models to video data

Hee Min Yang, Joo Hyun Lee, Yu Rang Park

EAI MobiHealth 2023, Portugal link

Multiview child motor development dataset for AI-driven assessment of child development

Hye Hyeon Kim, Jin Yong Kim, Bong Kyung Jang, Joo Hyun Lee, Jong Hyun Kim, Dong Hoon Lee, Hee Min Yang, Young Jo Choi, Myung Jun Sung, Tae Jun Kang, Eunah Kim, Yang Seong Oh, Jaehyun Lim, Soon-Beom Hong, Kiok Ahn, Chan Lim Park, Soon Myeong Kwon, Yu Rang Park

GigaScience, Volume 12, 2023, giad039 link

Digital Device Exposure and Cognition Levels of Children in Low- and Middle-Income Countries: Cross-sectional Study in Cambodia

Hye Hyeon Kim*, Joo Hyun Lee*, Ho Heon Kim, Sangho Hwang, Ilcheong Yi, Sambath Kao, DooRa Kim, Hyuk-Sang Sohn, Joohye Kim, Yejin Choi, Sangchul Yoon, Yu Rang Park

Journal of Medical Internet Research, 2022;24(8):e31206 link

Development and Application of a Metaverse-Based Social Skills Training Program for Children With Autism Spectrum Disorder to Improve Social Interaction: Protocol for a Randomized Controlled Trial

Joo Hyun Lee, Tae Seon Lee, Seung Woo Lee, Ji Hye Jang, Su Young Yoo, Ye jin Choi, Yu Rang Park

JMIR research protocols, 2022;11(6):e35960 link

Comprehensive Assessment and Early Prediction of Gross Motor Performance in Toddlers With Graph Convolutional Networks–Based Deep Learning: Development and Validation Study

Sulim Chun, Sooyoung Jang, Jin Yong Kim, Chanyoung Ko, Joo Hyun Lee, Jae Seong Hong, Yu Rang Park

JMIR Form Res 2024;8:e51996 link

Mobile assisted Parent Training Intervention for Behavioral Problems in Children with Autism Spectrum Disorder: A Randomized Clinical Trial

Joo Hyun Lee*, Jae Hyun Lim*, Soyeon Kang, Sujin Kim, So Yoon Jung, Sujin Kim, Soon Beom Hong, Yu Rang Park

Journal of Medical Internet Research (Under Review) link

To identify key indicators and priority projects for promoting the dissemination of digital health

Hye Hyeon Kim*, Joo Hyun Lee*, Jong Hyun Kim, Sang Sook Beck, Yu Rang Park

Journal of Medical Systems (Under Review) link

Development and validation of a social interaction based deep learning system for predicting the severity of social skills in autism spectrum disorder

Joo Hyun Lee*, Chanyoung Ko,* JaeSeong Hong*, Soon-Beom Hong, Soyeon Kang, DongHyeok Seo, Yu Rang Park

Heliyon (Under Review) link

Project

Development of digital therapeutics (DTx) on social interaction skills of patients with autism spectrum disorder

Funded by the Institute of Information & Communications Technology Planning & Evaluation (IITP), Korean Government (MSIT)

Apr 2022 - Dec 2024, Seoul, KR

Role: Principal Researcher

- Design and conduct a pilot RCT study to determine the feasibility of a metaverse-based social interaction skill enhancement program

- Design RCT study a metaverse-based social interaction skills enhancement program

- Developed an AI model to predict social cognitive abilities of children with ASD using multi-modal deep learning technology by utilizing facial and body, voice information, and wearable-based biometric data

Development and clinical validation of digital therapeutics for problematic behavior in children with autism

Funded by the ICT R&D program of Institute of Information & Communications Technology Planning & Evaluation (IITP), Korean Government (MSIT)

Apr 2022 - Mar 2023, Seoul, KR

Role: Researcher

- Designed a mobile assisted parent training program to reduce problem behaviors in children with autism using mobile

- Developed a parent training program

- Conducted RCT study design and statistical analysis

Artificial Intelligence Learning Data Construction Project: Construction of Infant Behavior Video Data

Funded by National Information Society Agency (NIA)

Mar 2021 - Dec 2021, Seoul, KR

Role: Researcher

- Establish a data collection process

- Conducted data quality control

- Data pre-processing and de-identify

Awards

Excellent Academic Paper award

Paper title: Metaverse based social skills training programme for children with autism spectrum disorder to improve social interaction ability: an open label, single centre, randomised controlled pilot trial

Jan, 2024

The Graduate School, Yonsei University, Seoul, KR

Yonsei Digital Healthcare Cybersecurity Competition – Synthetic Data Medical Validity Assessment

Task: Evaluation of Medical Validity in Colorectal Cancer Clinical Synthetic Data and Enhancement through Data-Model-based Ensemble

Jun 2023 - Aug 2023, Seoul, KR

Achievement: 3rd place

Medical Image Processing Competition – Rayence Inc

Task: Detecting lung field and heart regions in chest X-ray images. Improving performance by utilizing public data and applying the latest models through open source and improving algorithms such as preprocessing and argumentation

July 2022 - Aug 2022, Seoul, KR

Achievement: 3rd place

experience

  • Mar 2021 - Feb 2024

    Researcher

    DHLab

    Seoul, KR

    Department of Biomedical informatics
    Yonsei University College of Medicine

  • Jun 2018 - Mar 2020

    Nursing Volunteer Abroad

    La Paz state Department of Health

    La paz, HN

    Korea International Cooperation Agency (KOICA)

    Jun 2018 - Mar 2020

    Nursing Volunteer Abroad

  • Jun 2014 - Feb 2018

    Registered Nurse

    Seoul Medical Center

    Seoul, KR

    Intensive Care Unit

  • Mar 2013 - Apr 2014

    Registered Nurse

    Gachon University Gil Medical Center

    Incheon, KR

    Orthopedic Surgery ward

    Mar 2013 - Apr 2014

    Registered Nurse

education

Mar, 2022 - Feb, 2024

master of science

Yonsei University College of Medicine

Seoul, Korea

Department Biomedical Informatics

Mar, 2016 - Feb, 2017

bachelor of Nursing

Seoul Women's College of Nursing

Seoul, Korea

Department of Nursing

Mar, 2010 - Feb, 2013

Associate degree in Nursing

Seoul Women's College of Nursing

Seoul, Korea

Department of Nursing