Student Essay Competition-Undergraduate Session:
Session Chairs: Prof. Hao-Yun Kao, Kaohsiung Medical University, Taiwan
Dr. William.Yu Chung Wang, University of Waikato, New Zealand

1st place winner: Paper ID: : BM0225
Paper Title: A Multimodal Auxiliary Diagnostic System for Brain CT: Integrating Automated
ICD Coding and Quantifiable Disease Risk Assessment
Presenter: Po-Hao Chen, Yuan Ze University, Taiwan


2nd place winner: Paper ID: : BM0186
Paper Title:
Presenter: Yu-Chien Sun , Fu Jen Catholic University, Taiwan


3rd place winner: Paper ID: : BM0224
Paper Title: 
Presenter: Yi-Cheng Lin, Kuan-Ti Chiang , Yuan Ze University, Taiwan


Student Essay Competition- Master Session:
Session Chairs: Prof. Yen-Wei Chu, National Chung Hsing University, Taiwan
Dr. Xiucai Ye, University of Tsukuba, Japan

1st place winner: Paper ID: : BM0242
Paper Title:  
Presenter: Yun-Shan Hsieh, Chung Shan Medical University, Taiwan

2nd place winner: Paper ID: :  BM0058
Paper Title: 
Presenter:  Sania Fitria , Universitas Gadjah Mada, Indonesia


3rd place winner: Paper ID: :   BM0243
Paper Title: 
Presenter:   Wei-Chun Lin, Chung Shan Medical University, Taiwan

Student Essay Competition-PhD Session:
Session Chairs: Prof. Wen-Wei Chang, Chung-Shan Medical University, Taiwan
Dr. Adnan KARAİBRAHİMOĞLU, Süleyman Demirel University, Turkiye

1st place winner: Paper ID: : BM0138
Paper Title: 
Presenter: Jasmin T.Ngoc Nguyen, Yuan Ze University, Taiwan


2nd place winner: Paper ID: : BM0184
Paper Title:  
Presenter: Shangchiao Yang, National Taiwan Normal University, Taiwan


3rd place winner:  Paper ID: : BM0232
Paper Title: 
Presenter: Sih-han Chen, National Chung Hsing University, Taiwan

Best Oral Presentations:

Oral Session 1: Large Language Models and Foundation AI at the Bedside 

Session Chair:  Advisor Lai-Shiun Lai, IT Department of Taichung Veterans General Hospital, Taiwan

Paper ID:  BM0162
Paper Title : Predicting Cardiovascular Disease Diagnosis in Emergency Department
Patients Using Pre-trained Language Models
Presenter: Yu-Shu Chou, Taipei Medical University, Taiwan


Oral Session 2: Risk Prediction and Digital Health Equity

Session Chair: Prof. Tian-Fu Lee, Tzi Chi University, Taiwan

Paper ID:  BM0009
Paper Title: Does Pharmacologic Treatment of Anxiety and Depression Decrease the
Chance of Unemployment in People with HIV? A Cautionary Tale of Data, Causal
Assumptions, and Machine Learning
Presenter: Yiyang Liu, University of Florida, USA

Oral Session 3:  Intelligent Imaging and Immersive Technologies

Session Chair: Dr. Ting-Ying Chien, Yuan Ze University, Taiwan

Paper ID:  BM0080
Paper Title: Context-Aware Client Selection in Federated Learning for Heterogeneous
Medical Imaging
Presenter: Soroush Ziaeinejad and Saeed Samet , University of Windsor, School of Computer Science, Canada

Oral Session 4:  Multimodal AI for Clinical Risk Stratification

Session Chair: Prof. Yen-Wei Chu, National Chung Hsing University, Taiwan

Paper ID:  BM0143-A
Paper Title: Context-Aware Client Selection in Federated Learning for Heterogeneous
Medical Imaging
Presenter: Shinn-Ying Ho , National Yang Ming Chiao Tung University, Taiwan


Oral Session 5: AI-Enhanced Rehabilitation and Nursing Care Services

Session Chair: Dr. Hsien-Wei Ting, Taipei Hospital, Ministry of Health and Welfare, Taiwan

Paper ID:  BM0235-A
Paper Title: A Gamified Digital System for Assessing Attention and Hand Function in
Stroke Rehabilitation
Presenter: Shin-Ying Chien, Yuan Ze University, Taiwan


Oral Session 6: Data-Driven Health System Governance

Session Chair: Prof. Hsi-Chieh Lee, National Quemoy University, Taiwan
Paper ID:  BM0108-A
Paper Title: Bridging the Implementation-Reality Gap: A Clinician-Led No-Code
Platform to Optimize Anesthesia Handovers and Workforce Management
Presenter: Ratikorn Boonchai , Prince of Songkhla University, Thailand


Oral Session 7: Oral Session 7: Machine Learning for Clinical Data Analysis

Session Chair: Prof. Yi-Ju Tseng, National Yang Ming Chiao Tung University, Taiwan

Paper ID:  BM0047
Paper Title: A joint learning framework for tumor segmentation and subtype
prediction in non-small cell lung cancer from CT imaging
Presenter: Heejoon Chae, Sookmyung Women's University, South Korea


Oral Session 8: Computational Methods for Precision Medicine  (Special session of University of Tsukuba )

Session Chair: Dr. Xiucai Ye, University of Tsukuba, Japan

Paper ID:  BM0248-A
Paper Title: Deep Learning-Based Multi-Omics Clustering for Clinically Relevant Cancer
Subtyping
Presenter: Tianyi Shi, University of Tsukuba, Japan


Oral Session 9: AI-Enabled Early Detection and Diagnosis of Diseases
Session Chair: Prof. Wen-Wei Chang, Chung-Shan Medical University, Taiwan

Paper ID:  BM0152-A
Paper Title: Geographic Disparities in Dental Utilizations among Patients with Diabetes in Taiwan
Presenter: Yi-Cai Liu, Kaohsiung Medical University,  Taiwan

Best Poster Presentations:

Poster Session 1

Session Chair: Dr. Christoph Aigner, Technische Universität Wien, Austria

Paper ID:  BM0033-A
Paper Title: Predicting future suicidal ideation and identifying persistent risk and
protective factors among college students through multiple machine learning
techniques: A two-year follow-up longitudinal study
Presenter: Li-Chung Lin,Chung Yuan University, Taiwan

Poster Session 2

Session Chair: Dr. Xiucai Ye, University of Tsukuba, Japan

Paper ID:  BM0126-A
Paper Title: Metal−organic frameworks-based sensing platforms for healthcare
diagnosis
Presenter: Yu-Chen Tsai, National Chung Hsing University, Taiwan

Poster Session 3

Session Chair: Dr. Ting-Ying Chien, Yuan Ze University, Taiwan

Paper ID:  BM0133
Paper Title: Visual Analytics of Sugar Intake and Postprandial Interstitial Glucose Dynamics Using 3D Surface Plots
Presenter: Zilu Liang, Kyoto University of Advanced Science, Japan

Poster Session 4

Session Chair: Advisor Lai-Shiun Lai, IT Department of Taichung Veterans General Hospital, Taiwan

Paper ID:  BM0110-A
Paper Title: The effect of donepezil on the neural-tumor microenvironmen  of non-small cell lung cancer
Presenter: Nantawan Pinkeaw and Nuttaya Pornmalairungruang, Faculty of Medicine Ramathibodi Hospital, Mahidol University, Thailand

Poster Session 5

Session Chair: Prof. Chien-Lung Chan, Yuan Ze University, Taiwan

Paper ID:  BM0182-A
Paper Title: Improving AI-Driven Heart Failure Prediction: A Comparative Analysis of
CNN and LSTM Architectures Using Holter-Derived SDNN Variability
Presenter: Adnan Karaibrahimoglu, Suleyman Demirel University, Türkiye

Poster Session 6

Session Chair: Dr. I-Pin Chang, National Taiwan University of Science and Technology, Taiwan
   
Paper ID:  BM0154-A
Paper Title: Exploring the influences of digital job demands and resources on hospital
nurses' attachment to workplace and turnover intention
Presenter: Yi-Wen Shih, Kaohsiung Medical University, Taiwan

Best Poster Oral  Presentations:

Poster Oral Session  1:  Earlier Medicine Using Machine Learning and Multimodal Techniques

Session Chair: Prof. Yi-Ju Tseng, National Yang Ming Chiao Tung University, Taiwan

Paper ID:  BM0172
Paper Title: Temporal Machine Learning for One-Year Prostate Cancer Risk Prediction in
the PSA Gray Zone
Presenter: Devesh Singh Chauhan, Taipei Medical University, Taiwan

Poster Oral Session  2:Country-Specific Health Informatics and   Epidemiology

Session Chair: Dr. Hsien-Wei Ting, Taipei Hospital, Ministry of Health and Welfare, Taiwan

Paper ID:  BM0105-A
Paper Title: Integrating Caregiver Cost DataInto Health Informatics Systems: Direct and
Indirect Costs Of Type 2 Diabetes Mellitus Care In Public Primary Healthcare in Malaysia
Presenter: Siti Bazlina Mohd Rawi, Roszita Ibrahim, Universitiy Kebangsaan Malaysia, Malaysia

Poster Oral Session  3:  From Bench to Bedside with GPT and  Learning Health Systems

Session Chair: Prof. Hao-Yun Kao, Kaohsiung Medical University, Taiwan

Paper ID:  BM0193-A
Paper Title:Deploying AI-Enabled Learning Health Systems Under Real-World Constraints: Operational Lessons from Epilepsy, Dementia, and Bipolar Disorder
Presenter: Dong-Gil Ko University of Cincinnati, USA
 

Poster Oral Session  4: Human-Centered AI and mHealth Design

Session Chair: Dr. William.Yu Chung Wang, University of Waikato, New Zealand

Paper ID:  BM0057
Paper Title : Reducing Caregiver Workload through Mobile Health: Design and
Implementation of a User-Centered mHealth Platform for Elderly Care
Presenter: Han-chun Huang, Tajen University, Taiwan

Poster Oral Session  5: Smarter Care through Design and Spatial Analytics

Session Chair: Prof. Hsi-Chieh Lee, National Quemoy University, Taiwan

Paper ID:  BM0097
Paper Title : Architecting a Co-Designed Clinical Decision Support System for
Diabetes Management
Presenter: William Yu Chung Wang, University of Waikato, New Zealand

Poster Oral Session  6:  Immersive AI for Next-Generation Patient Care

Session Chair: Dr. Shih-Ying Chien, Chang Gung University, Taiwan

Paper ID:  BM0065-A
Paper Title : DISCUSS: A Secure Inpatient Proxy Communication Platform – Design,
Implementation Framework, and Evaluation Protocol, A Multi-Phase Mixed-Methods
Study in a Community Hospital Environment
Presenter: Kai Feng Yam , Jurong Community Hospital, Singapore

Poster Oral Session  7: Digital Health and Health Services Management

Session Chair: Dr. Dilruba İzgüden, Süleyman Demirel University, Türkiye

Paper ID:  BM0103-A
Paper Title : Three Country Models in Home Care: A Comparative Study of Poland, Finland and Türkiye
Presenter: Nurten Terkes, Burdur Mehmet Akif Ersoy University, Türkiye

Best Presentation- Online Session

Online Session: Frontiers in Patient-Centric Decision Intelligence

Session Chair: Dr. Chi-Hua Tung, Fu Jen Catholic University, Taiwan

Paper ID: BM0054
Paper Title: A Lightweight Narrative-Analytics Framework for Early Outbreak Detection:
Integrating Social-Media Signals and Time-Series Methods in a Yearlong Measles
Case Study
Presenter: Andy Skumanich, Innov8ai Inc., USA