| 1 | Development of a Machine Learning-Based Model for Methimazole Dosage Adjustment in Youth with Hyperthyroidism. J Clin Endocrinol Metab. 2026. | 초록 |
| 2 | A prompt framework for enhancing LLM-based explainability of medical machine learning models: an intensive care unit application. BMC Med Inform Decis Mak. 2025. | 초록 |
| 3 | Development and validation of a machine learning model for predicting pediatric metabolic syndrome using anthropometric and bioelectrical impedance parameters. Int J Obes (Lond). 2025. | 초록 |
| 4 | Explainability Enhanced Machine Learning Model for Classifying Intellectual Disability and Attention-Deficit/Hyperactivity Disorder With Psychological Test Reports. J Korean Med Sci. 2025. | 초록 |
| 5 | Self-sovereign management scheme of personal health record with personal data store and decentralized identifier. Comput Struct Biotechnol J. 2025. | 초록 |
| 6 | Development and Validation of a Prediction Model Using Sella Magnetic Resonance Imaging-Based Radiomics and Clinical Parameters for the Diagnosis of Growth Hormone Deficiency and Idiopathic Short Stature. J Med Internet Res. 2024. | 초록 |
| 7 | Thermal imaging and deep learning-based fit-checking for respiratory protection. Sci Rep. 2024. | 초록 |
| 8 | Comparison of AI with and without hand-crafted features to classify Alzheimer's disease in different languages. Comput Biol Med. 2024. | 초록 |
| 9 | Development and Validation of a Convolutional Neural Network Model to Predict a Pathologic Fracture in the Proximal Femur Using Abdomen and Pelvis CT Images of Patients With Advanced Cancer. Clin Orthop Relat Res. 2023. | 초록 |
| 10 | Estimation of low-density lipoprotein cholesterol levels using machine learning. Int J Cardiol. 2022. | 초록 |
| 11 | Asbestosis diagnosis algorithm combining the lung segmentation method and deep learning model in computed tomography image. Int J Med Inform. 2022. | 초록 |
| 12 | Privacy-Oriented Technique for COVID-19 Contact Tracing (PROTECT) Using Homomorphic Encryption: Design and Development Study. J Med Internet Res. 2021. | 초록 |
| 13 | Deep Learning Model Based on 3D Optical Coherence Tomography Images for the Automated Detection of Pathologic Myopia. Diagnostics. 2022 | 초록 |
| 14 | Establishment of the Optimal Common Data Model Environment for EMR Data Considering the Computing Resources of Medical Institutions. Appl Sci. 2021. | 초록 |
| 15 | Satisfaction and Usability of an Information and Communications Technology-Based System by Clinically Healthy Patients With COVID-19 and Medical Professionals. JMIR Form Res. 2021. | 초록 |
| 16 | Keyword Extraction Algorithm for Classifying Smoking Status from Unstructured Bilingual Electronic Health Records Based on Natural Language Processing. Appl Sci. 2021. | 초록 |
| 17 | Development and Pilot-Test of Blockchain-Based MyHealthData Platform. Appl Sci. 2021. | 초록 |
| 18 | Transfusion after total knee arthroplasty can be predicted using the machine learning algorithm. Knee Surg Sports Traumatol Arthrosc. 2020. | 초록 |
| 19 | A Novel Framework for Identifying Customers' Unmet Needs on Online Social Media Using Context Tree. Appl Sci. 2020. | 초록 |
| 20 | MARIE: A Context-Aware Term Mapping with String Matching and Embedding Vectors. Appl Sci. 2020. | 초록 |
| 21 | Unsupervised cluster analysis of patients with aortic stenosis reveals distinct population with different phenotypes and outcomes. Circ Cardiovasc Imaging. 2020. | 초록 |
| 22 | Information technology-based management of clinically healthy COVID-19 patients. J Med Internet Res. 2020. | 초록 |
| 23 | Machine learning-based prediction of Korean triage and acuity scale level in emergency department patients. Healthc Inform Res. 2019. | 초록 |
| 24 | Machine learning-based anomaly detection via integration of manufacturing, inspection and after-sales service data. Ind Manag Data Syst. 2017. | 초록 |
