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.

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)

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)

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:10.2196/51996

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)

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)

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)

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)

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 Detection in Patients Taking Angiotensin II Receptor Blockers: A Multicenter Distributed Research Network Approach. Healthcare Informatics Research (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 patients undergoing immunotherapy. Transl Lung Cancer Res (accepted)

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. eClinicalMedicine (accepted)

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: https://doi.org/10.1016/j.eclinm.2023.102051 https://www.thelancet.com/journals/eclinm/article/PIIS2589-5370(23)00228-6/fulltext#%20

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

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 patients undergoing immunotherapy. Translational Lung Cancer Research (accepted)

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

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 dataset for AI-driven assessment of child development. Gigascience (accepted)

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]

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: 36754630PMCID: 10131914

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).

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