洪詮盛

2026 年 8 月 3 日 s22113163
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姓名 洪詮盛
辦公室電話 07-6158000#4613
E-mail cshung@stu.edu.tw
職稱 助理教授
研究專長 車聯網、車用網路、區塊鏈、機器學習、醫學AI
專題實驗室 L0736
老師個人經歷
學校名稱 系所 學位 起迄年月
國立中山大學 資訊工程學系 博士 2021-09-01 ~ 2026-05-30
樹德科技大學 資訊工程系 碩士 2019-09-01 ~ 2021-06-30
樹德科技大學 資訊工程系 大學 2015-09-01 ~ 2019-06-30
出版年月 論文名稱 期刊名稱
115 SHAP-Based Feature Augmentation and Stacking Ensemble Learning for ECG-Based Serum Potassium Abnormality Prediction Bioengineering
115 Correction: Mental health and psychosocial sequelae of fraud victimization: a systematic review Frontiers in Psychology
115 Associations between plant-based dietary patterns and risks of cognitive impairment and dementia: A systematic review and dose-response meta-analysis The Journal of Prevention of Alzheimer’s Disease
115 Healthcare resource savings from administering paliperidone palmitate once every 3 months instead of once every month for schizophrenia: a 12-month mirror-image analysis of real-world population-based data Therapeutic Advances in Psychopharmacology
115 Tackling Imbalanced Data in Chronic Obstructive Pulmonary Disease Diagnosis: An Ensemble Learning Approach with Synthetic Data Generation Bioengineering
114 FADEL: Ensemble Learning Enhanced by Feature Augmentation and Discretization Bioengineering
114 A Multi-Stage Framework for Kawasaki Disease Prediction Using Clustering-Based Undersampling and Synthetic Data Augmentation: Cross-Institutional Validation with Dual-Center Clinical Data in Taiwan Bioengineering
114 Predicting Fetal Growth with Curve Fitting and Machine Learning Bioengineering
113 Enhancing generalization in a Kawasaki Disease prediction model using data augmentation: Cross-validation of patients from two major hospitals in Taiwan PLOS ONE
113 Health-Care Utilisation and Costs of Transition from Paliperidone Palmitate 1-Monthly to 3-Monthly Treatment for Schizophrenia: A Real-World, Retrospective, 24-Month Mirror-Image Study Neuropsychiatric Disease and Treatment
113 Proton Pump Inhibitors Worsen Colorectal Cancer Outcomes in Patients Treated with Bevacizumab Cancers
113 Association of antipsychotic formulations with sudden cardiac death in patients with schizophrenia: A nationwide population-based case–control study Psychiatry Research
113 Utilizing Nearest-Neighbor Clustering for Addressing Imbalanced Datasets in Bioengineering Bioengineering
112 Use of Machine Learning to Differentiate Children With Kawasaki Disease From Other Febrile Children in a Pediatric Emergency Department JAMA Network Open
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