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

Yu Rang Park, Hyery Kim, Ji Ae Park, Sang Hyun Ahn, Seyun Chang, Jae Won Shin, Myeongchan Kim, Jae-Ho Lee. Comparative Analysis of Single and Combined Antipyretics Using Patient-Generated Health Data: Retrospective Observational Study. jmir mhealth and uhealth (accepted)

Dongjin Seo, Han Sang Kim, Yu Rang Park. Automated computed tomography (CT)-derived skeletal muscle mass determination as a significant prognostic factor in colorectal cancer patients using deep neural network model. ASCO 2021.

Ho Heon Kim, Young In Kim, Yu Rang Park. Development and Validation of an Interpretable Conditional RNN for Weight Change Prediction Using an Obesity Management Mobile App. JMIR mHealth and uHealth. (accept)

Jang Bong Kyung is an MS Candidate interested in Digital Healthcare, Medical Informatics, Bioinformatics, Personal Data mining and Machine Learning, so he joined our lab.

Hongwook Kwon, Ho Heon Kim, Jae Il An, Jae-Ho Lee, Yu Rang Park. Development of a Prediction Model for Customer Churn with Life-log Data for Digital Healthcare Applications: A Retrospective Observational Study. JMIR. (accept)