Articles

Risk Minimization for Trustworthy GAN-Assisted Atrial Fibrillation Screening: A Clinical Confidence Modeling Approach

Jianhao Wei, Mingzhe Tang, Lingxi Hou *
Open Access PDF

1-20

DOI: https://doi.org/10.63646/ZWWY4636

Privacy-Preserving Federated Intelligence for Healthcare IoT: A Secure Biomedical Engineering Framework for Real-Time Patient Monitoring

Tomasz J. Wiśniewski, Magdalena A. Kowalczyk, Paweł R. Lewandowski*
Open Access PDF

21-40

DOI: https://doi.org/10.63646/QWYY4238

Risk-Stratified Atrial Fibrillation Screening on Consumer Wearables: A Generative Denoising Pipeline with Built-in Reliability Gating

Lian Chen, Minghao Zhao, Yuting Wang, Rui Li*
Open Access PDF

41-60

DOI: https://doi.org/10.63646/SHJM5083

Privacy-Preserving Deception Detection for Healthcare Edge LLMs: Contrastive Chain-of-Thought Monitoring in Clinical Decision Support

Mingzhu Chen, Ruijie Wang, Liping Xu*
Open Access PDF

61-76

DOI: https://doi.org/10.63646/HKDU7297

Equal-Term Matching for Tokenized Healthcare Data Rights under Smart Contract Restrictions

Nur Aina Rahman, Lim Wei Han, Farhan Ahmad*
Open Access PDF

77-102

DOI: https://doi.org/10.63646/KHXY2325

On-Device Deception Monitoring for Clinical LLM Assistants: A Privacy-Preserving Biomedical AI Safety Framework

Daniel Azman Rahman, Nur Aisyah Ismail, Farhan Hakim Abdullah, Mei Ling Tan, Sarah Amira Yusuf*
Open Access PDF

103-119

DOI: https://doi.org/10.63646/IAQA7411

Interpretable Graph Neural Networks for Parkinsonian Brain Connectivity Analysis Using Resting-State fMRI

Li Mingzhu, Wang Jianfeng, Chen Xue, Zhang Yunfei*
Open Access PDF

120-133

DOI: https://doi.org/10.63646/NCIY6805

Privacy-Preserving Medical Image Transmission Using Residual Autoencoder Representations and Lightweight Feature-Domain Encryption

Hadeel M. Qudah, Tariq A. Mansour, Reem K. Al-Hourani*
Open Access PDF

134-151

DOI: https://doi.org/10.63646/NWUC5677

Bridging the Domain Gap in Wearable Photoplethysmography: A Comparative Study of Domain Adaptation Strategies for Cross-Domain Generalisation in Atrial Fibrillation Detection

Liam J. Carte, Zara M. Bennett*
Open Access PDF

152-172

DOI: https://doi.org/10.63646/ERYO7592