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A physics‐guided deep learning framework, ParamNet, is introduced for the intelligent self‐inversion of vacuum optical tweezers. By fuzing dual‐branch time–frequency features with physical dynamical constraints, it achieves high‐accuracy calibration of trap parameters from short‐window, low‐frequency trajectories, outperforming traditional methods ...
Qi Zheng +4 more
wiley +1 more source
Soft Active Electromyography Interface for Machine Learning‐Enabled Silent Speech Recognition
A soft, hand‐worn electromyography interface enables intent‐driven silent speech recognition without continuous facial attachment. The device integrates liquid‐metal interconnects, a transparent flexible circuit, and elastomer encapsulation with a fingertip electrode that contacts perioral muscles only on demand.
Yuta Kurotaki +8 more
wiley +1 more source
A flexible smart glove integrated with textile sensors enables real‐time hand gesture recognition for human–machine interaction. Using edge AI inference and Bluetooth communication, the system translates finger movements into human interface device commands to control endpoint devices efficiently.
Chi Cuong Vu +2 more
wiley +1 more source
A hybrid Reinforcement Learning–Explainable AI framework integrates SHAP and LIME explanations directly into a Deep Q‐Network inference loop for real‐time ICU decision support. Trained on 18 142 mechanically ventilated stays from the eICU database, the system attains 93.0% decision accuracy, 20% fewer errors than RL alone, and a 91% clinician trust ...
Jannatul Ferdaus Disha +2 more
wiley +1 more source
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Electronic Health Records and Personal Health Records
Seminars in Oncology Nursing, 2011To provide an overview of electronic personal health information technology.Peer reviewed research studies, review articles, and web resources.As technology develops and electronic health records become more common, patients and clinicians are working toward a safer, more personal form of health care delivery.Improving access and input to personal ...
Patricia C Dykes
exaly +3 more sources
Information Security in Healthcare, 2020
Personal health records (PHR) are tools that empower the healthcare consumer/patient to participate in managing their family’s health. The National Health Information Infrastructure Workgroup of the National Committee on Vital and Health Statistics held six hearings on PHRs and PHR systems between 2002 and 2005.
Lory Wood
openaire +2 more sources
Personal health records (PHR) are tools that empower the healthcare consumer/patient to participate in managing their family’s health. The National Health Information Infrastructure Workgroup of the National Committee on Vital and Health Statistics held six hearings on PHRs and PHR systems between 2002 and 2005.
Lory Wood
openaire +2 more sources
Social Science & Medicine (1967), 2021
RATIONALE Health digitalization raises important challenges for personal health-data management. Particularly, the advantages underlying the implementation of Electronic Health Record (EHR) remain limited in many countries due to patients' privacy ...
E. Cherif, Nora Bezaz, M. Mzoughi
semanticscholar +1 more source
RATIONALE Health digitalization raises important challenges for personal health-data management. Particularly, the advantages underlying the implementation of Electronic Health Record (EHR) remain limited in many countries due to patients' privacy ...
E. Cherif, Nora Bezaz, M. Mzoughi
semanticscholar +1 more source
Blockchain-Backed Searchable Proxy Signcryption for Cloud Personal Health Records
IEEE Transactions on Services Computing, 2023Patient-centered data management and sharing of personal health records (PHRs) are difficult to be realized as data is controlled by doctors/hospitals. In addition, security and privacy, oppressive costs, search and tracing unreliability, and complicated
Suhui Liu +4 more
semanticscholar +1 more source
Secure Decentralized Attribute-Based Sharing of Personal Health Records With Blockchain
IEEE Internet of Things Journal, 2022Personal health records (PHRs) are located in a patient-centered electronic health system in which users can store and share medical information.
Leyou Zhang +4 more
semanticscholar +1 more source

