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"They are not even called by name": Security guards in a South African psychiatric hospital.
Soc Sci Med
December 2024
Department of Psychology, Stellenbosch University, Stellenbosch, South Africa.
Background: Security guards (SGs) play a significant role in health care and are an integral part of many psychiatric institutions. While their main duty is to ensure service users' (SUs) and staff's safety and protect the premises, they are also called upon for other tasks, often ones for which they are not adequately trained. This study aimed to explore the roles, formal and informal tasks performed, training, working conditions and well-being of SGs working in psychiatric services.
View Article and Find Full Text PDFLightweight Multi-Class Support Vector Machine-Based Medical Diagnosis System with Privacy Preservation.
Sensors (Basel)
November 2023
Machine Learning Department, Mohamed bin Zayed University of Artificial Intelligence, Abu Dhabi P.O. Box 131818, United Arab Emirates.
Machine learning, powered by cloud servers, has found application in medical diagnosis, enhancing the capabilities of smart healthcare services. Research literature demonstrates that the support vector machine (SVM) consistently demonstrates remarkable accuracy in medical diagnosis. Nonetheless, safeguarding patients' health data privacy and preserving the intellectual property of diagnosis models is of paramount importance.
View Article and Find Full Text PDFElectronic Health Record-Nested Reminders for Serum Lithium Level Monitoring in Patients With Mood Disorder: Randomized Controlled Trial.
J Med Internet Res
March 2023
Department of Pharmacoepidemiology, School of Public Health, Graduate School of Medicine, Kyoto University, Kyoto, Japan.
Background: Clinical guidelines recommend regular serum lithium monitoring every 3 to 6 months. However, in the real world, only a minority of patients receive adequate monitoring.
Objective: This study aims to examine whether the use of the electronic health record (EHR)-nested reminder system for serum lithium monitoring can help achieve serum lithium concentrations within the therapeutic range for patients on lithium maintenance therapy.
Informing the development of a decision aid: Expectations and wishes from service users and psychiatrists towards a decision aid for antipsychotics in the inpatient setting.
Health Expect
June 2023
Department of Psychiatry and Psychotherapy, School of Medicine, Technical University of Munich, Munich, Germany.
Objectives: Decision aids (DAs) are promising tools to foster evidence-based shared decision-making between practitioners and service users. Nevertheless, it is still obscure how an evidence-based DA for people with severe mental illness, especially psychosis, should look in an inpatient treatment setting to be useful and feasible. Therefore, we conducted focus groups with psychiatrists and service users to collect and assess their expectations and wishes regarding an evidence-based DA.
View Article and Find Full Text PDFSecured and Privacy-Preserving Multi-Authority Access Control System for Cloud-Based Healthcare Data Sharing.
Sensors (Basel)
February 2023
Department of Information Technology, College of Computers and Information Technology, Taif University, Taif 21944, Saudi Arabia.
With continuous advancements in Internet technology and the increased use of cryptographic techniques, the cloud has become the obvious choice for data sharing. Generally, the data are outsourced to cloud storage servers in encrypted form. Access control methods can be used on encrypted outsourced data to facilitate and regulate access.
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