1.      Hyunwook Kim*, Won Seok Jang*, Woo Seob Sim, Han Sang Kim, Jeong Eun Choi, Eun Sil Baek, Yu Rang Park, Sang Joon Shin. Synthetic Data Improve Survival Status Prediction Models in Early-Onset Colorectal Cancer. JCO Clinical Cancer Informatics. 2024, 8: e2300201.

Sang Ho Hwang*, Yeonsoo Yu*, Jichul Kim, Taeyeop Lee, Yu Rang Park†, Hyo-Won Kim†. A study on the screening of children at risk for developmental disabilities using facial landmarks derived from a mobile-based application. psychiatry investigation (accepted)

JaeSeong Hong,  Sangchul Yoon, Kyu Won Shim, Yu Rang Park. Screening of moyamoya disease from retinal photographs: development and validation of deep learning algorithms. Stroke (accepted)

Jae Han Kim†; JaeSeong Hong†; Hangnyoung Choi†; Hyun Goo Kang†; Sangchul Yoon; Jung Yeon Hwang; Yu Rang Park2*; Keun-Ah Cheon* Development of deep ensembles for screening and severity of autism using retinal photographs. JAMA Network Open (accepted)

Suncheol Heo,*, Jae Yong Yu,*, Eun Ae Kang , Hyunah Shin , Kyeongmin Ryu , Chungsoo Kim , Yebin Chegal , Hyojung Jung6, Suehyun Lee , Rae Woong Park, Kwangsoo Kim, Yul Hwangbo, Jae-Hyun Lee, Yu Rang Park. Development and Verification of Time-Series Deep Learning for Drug-Induced Liver Injury Detecti

JooHyun Lee, Tae Seon Lee PhD, Su Young Yoo, Seung Woo Lee, Ji Hye Jang, Ye jin Choi, Yu Rang Park. 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. eCli

Chanyoung Ko, Jae-Hyun Lim, JaeSeong Hong, Soon-Beom Hong, Yu Rang Park. Development and Validation of a Joint Attention–Based Deep Learning System for Detection and Symptom Severity Assessment of Autism Spectrum Disorder. JAMA Network Open. 2023;6(5):e2315174. doi:10.1001/jamanetworkopen.2023.15174

Choi, B.K., Lee, J.S., Kim, H.R. et al. Bleeding risk and mortality according to antithrombotic agents’ exposure in cancer-related stroke patients: nationwide population-based cohort study in South Korea. BMC Neurol 23, 187 (2023). https://doi.org/10.1186/s12883-023-03208-4 https://bmcneurol.biomed

Seo D, Kim HS, Ahn JB, Park YR. Investigation of the Trajectory of Muscle and Body Mass as a Prognostic Factor in Patients With Colorectal Cancer: Longitudinal Cohort Study. JMIR Public Health Surveill 2023;9:e43409 doi: 10.2196/43409PMID: 36947110PMCID: 10131753 한빛사 [Link]

Chanyoung Ko et al., AI-assisted Initiation to Joint Attention Evaluation for Autism Spectrum Disorder Detection. 2022 IEEE International Conference on Human-Machine Systems (ICHMS).

Ji A Park, Tae H Kim, Jihoon Kim, Yu R Park. WICOX: Weight-based Integrated Cox model for Time-to-Event Data in Distributed Databases without Data-Sharing. IEEE Journal of Biomedical and Health Informatics (accepted)

Minyoung Lee, Kyeongseob Jeong, Yu Rang Park, Yumie Rhee. Increased Risk of Incident Diabetes After Therapy with Immune Checkpoint Inhibitor Compared to Conventional Chemotherapy: A Longitudinal Trajectory Analysis Using a Tertiary Care Hospital. Database Metabolism - Clinical and Experimental (acc

Lee J, Lee TS, Lee S, Jang J, Yoo S, Choi Y, Park YR 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 JMIR Res Protoc 2022;11(6):e35960

Ho Heon Kim; Young In Kim; Andreas Michaelides; Yu Rang Park. Weight loss trajectories and related factors in a 16-week mobile obesity intervention program: A retrospective observational study. J Med Internet Res (forthcoming). doi:10.2196/29380

Cha D, Sung M, Park Y. Implementing Vertical Federated Learning Using Autoencoders: Practical Application, Generalizability, and Utility Study. JMIR Med Inform 2021;9(6):e26598

Dong Kyu Lee*, Young Jo Choi*, Seung Jae Lee, Hyun Goo Kang†, Yu Rang Park†. Development of a deep learning model to distinguish the cause of optic disc atrophy using retinal fundus photography. Scientific reports(accepted)

Sulim Chun, Sooyoung Jang, Jin Yong Kim, Chanyoung Ko, Joo Hyun Lee, Jae Seong Hong, Yu Rang Park. Early prediction of comprehensive gross motor performance assessment in toddler with Graph Convolutional Network based Deep Learning: Development and Validation Study. JMIR Form Res (forthcoming). doi:

Hye Hyeon Kim, Jin Hyuk Lee, In Han Song, Yu Rang Park. Characteristics and Risk Factors of Suicide among People who Attempted Self-harm in South Korea: A Longitudinal National Cohort Study in South Korea. Psychiatry Research (accepted)

MinDong Sung*, Jong Hyun Kim*, Hyun-Seok Min*, Sooyoung Jang, JaeSeong Hong, Bo Kyu Choi, Shin JuHye, Kyung Soo Chung†, Yu Rang Park†.Three-dimensional label-free morphology of CD8+ T cells as a sepsis biomarker. Light: Science & Applications (accepted)

MinDong Sung, Won Seok Jang, Hea Reong Kim , Ji Ae Park , Sun Min Lim, Hye Ryun Kim, Byoung Chul Cho, Yu Rang Park , Min Hee Hong. Prognostic value of baseline and early treatment response of neutrophil-lymphocyte ratio, C-reactive protein, and lactate dehydrogenase in non-small cell lung cancer pat

Bo Kyu Choi,Young Jo Choi,MinDong Sung,WooSeok Ha,Min Kyung Chu,Won-Joo Kim,Kyoung Heo,Kyung Min Kim,Yu Rang Park. Development and validation of an artificial intelligence model for the early classification of the aetiology of meningitis and encephalitis: a retrospective observational study. DOI: ht

MinDong Sung, Won Seok Jang, Hea Reong Kim, Ji Ae Park, Sun Min Lim, Hye Ryun Kim, Byoung Chul Cho, Yu Rang Park, Min Hee Hong. Prognostic value of baseline and early Treatment Response of neutrophil-lymphocyte ratio, C-reactive protein, and lactate dehydrogenase in non-small cell lung cancer patien

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.Multi-view child motor development datas

Kim H, Kim HR, Kang SH, Koh K, Im HJ, Park YR. Comorbidity Differences by Trajectory Groups as a Reference for Identifying Patients at Risk for Late Mortality in Childhood Cancer Survivors: Longitudinal National Cohort Study JMIR Public Health Surveill 2023;9:e41203 doi: 10.2196/41203PMID: 36754630P

우수연제상. 장봉경 다중 레이블 흉부 X선 분류를 위한 동적으로 확장 가능한 표현 기반 딥 러닝 개발 및 구현 최우수연제상. 장원석 Time Series Differentially Private algorithm (TDP) for medical data

Hye Hyeon Kim, Chanyoung, Ji Ae Park, In Han Song, Yu Rang Park . Investigation of the Relationship between Psychiatry Visit and Suicide after Deliberate Self-Harm: A Longitudinal National Cohort Study. JMIR public health and surveillance. JMIR Public Health Surveill., 2023 Apr 12;9:e412 | doi: 10.2

Kim HH, Lee J, Kim HH, Hwang S, Yi I, Kao S, Kim D, Sohn HS, Kim J, Choi Y, Yoon S, Park YR.Digital Device Exposure and Cognition Levels of Children in Low- and Middle-Income Countries: Cross-sectional Study in Cambodia. J Med Internet Res. 2022 Jul 13. doi: 10.2196/31206

Hae Reong Kim, MinDong Sung, Ji Ae Park, Ho Heon Kim, Suehyun Lee, Yu Rang Park. Analyzing adverse drug reaction using statistical and machine learning methods: A systematic review. Medicine (accepted)

Sung M, Cha D, Park YR. Local Differential Privacy in the Medical Domain to Protect Sensitive Information: Algorithm Development and Real-World Validation. JMIR Med Inform 2021;9(11):e26914

Oh S, Sung M, Rhee Y, Hong N, Park YR. Evaluation of the Privacy Risks of Personal Health Identifiers and Quasi-Identifiers in a Distributed Research Network: Development and Validation Study JMIR Med Inform 2021;9(5):e24940