Risk Minimization for Trustworthy GAN-Assisted Atrial Fibrillation Screening: A Clinical Confidence Modeling Approach Jianhao Wei, Mingzhe Tang, Lingxi Hou * Pages: 1-20 PDF
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* Pages: 21-40 PDF
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* Pages: 41-60 PDF
Privacy-Preserving Deception Detection for Healthcare Edge LLMs: Contrastive Chain-of-Thought Monitoring in Clinical Decision Support Mingzhu Chen, Ruijie Wang, Liping Xu* Pages: 61-76 PDF
Equal-Term Matching for Tokenized Healthcare Data Rights under Smart Contract Restrictions Nur Aina Rahman, Lim Wei Han, Farhan Ahmad* Pages: 77-102 PDF
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* Pages: 103-119 PDF
Interpretable Graph Neural Networks for Parkinsonian Brain Connectivity Analysis Using Resting-State fMRI Li Mingzhu, Wang Jianfeng, Chen Xue, Zhang Yunfei* Pages: 120-133 PDF
Privacy-Preserving Medical Image Transmission Using Residual Autoencoder Representations and Lightweight Feature-Domain Encryption Hadeel M. Qudah, Tariq A. Mansour, Reem K. Al-Hourani* Pages: 134-151 PDF
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* Pages: 152-172 PDF
