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Factors Shaping Healthcare Professionals' Perceptions of AI in Saudi Arabia: A Cross-Sectional Study.

Studies in health technology and informatics Aug 7, 2025
The successful adoption of artificial intelligence (AI) in healthcare relies on healthcare professionals' perceptions of its usefulness and their preparedness to integrate it into their practice. This study explores factors influencing these percepti...
Middle Aged Female Attitude of Health Personnel Adult Surveys and Questionnaires Humans Cross-Sectional Studies Saudi Arabia Artificial Intelligence Male Health Personnel
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Supporting Personalized prEgnancy Care wIth Artificial inteLligence (SPECIAL): An Acceptability Study of a Personalized Educational Platform.

Studies in health technology and informatics Aug 7, 2025
Postpartum depression (PPD) affects approximately 20% of pregnant individuals, yet half of these cases remain under-treated despite the availability of educational interventions. To address this gap, the Supporting Personalized prEgnancy Care wIth Ar...
Patient Education as Topic Humans Depression, Postpartum Pregnancy Artificial Intelligence Female Patient Acceptance of Health Care Precision Medicine Adult
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End Users' Perception on an AI Chatbot in a Snus Cessation Mobile Application.

Studies in health technology and informatics Aug 7, 2025
This study examines end-user perceptions of an AI chatbot as a virtual therapist through a design study of ExSnus, a prototype of a mobile health application designed to assist users in quitting snus. ExSnus includes features such as a forum to share...
Humans Male User-Computer Interface Mobile Applications Generative Artificial Intelligence Artificial Intelligence Female Adult
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Chronic Pain Prevalence, Opioid Use, and Primary Care Provider Opioid Prescription Patterns in the U.S. from 2017 to 2019 Derived from Medicaid Claims Data.

Studies in health technology and informatics Aug 7, 2025
Chronic non-cancer pain (CNCP) is a major health concern in the United States, incurring substantial healthcare costs and frequently requiring opioid therapy in primary care. This retrospective cross-sectional study used Medicaid claims data from six...
Male Middle Aged Prevalence Adolescent Primary Health Care United States Analgesics, Opioid Aged Young Adult Adult Cross-Sectional Studies Humans Medicaid Retrospective Studies Female Practice Patterns, Physicians' Drug Prescriptions Chronic Pain
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Early Identification of Vitamin D Deficiency Risk Through Public Health Screening Data.

Studies in health technology and informatics Aug 7, 2025
Metabolic syndrome, characterized by central obesity, hypertension, hyperglycemia, dyslipidemia, and reduced high-density lipoprotein levels, significantly increases the risk of cardiovascular diseases. Vitamin D, essential for calcium regulation and...
Vitamin D Deficiency Taiwan Early Diagnosis Risk Factors Humans Middle Aged Aged Machine Learning Risk Assessment Adult Female Public Health Male Mass Screening
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Comparing Deterministic and Stochastic Reinforcement Learning for Glucose Regulation in Type 1 Diabetes.

Studies in health technology and informatics Aug 7, 2025
Type 1 Diabetes (T1D) is a chronic condition affecting millions worldwide, requiring external insulin administration to regulate blood glucose levels and prevent serious complications. Artificial Pancreas Systems (APS) for managing T1D currently rely...
Pancreas, Artificial Adult Adolescent Blood Glucose Insulin Diabetes Mellitus, Type 1 Stochastic Processes Reinforcement, Psychology Humans Machine Learning Algorithms Computer Simulation
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A Proof-of-Concept Development on Speech Analysis for Concussion Detection.

Studies in health technology and informatics Aug 7, 2025
Speech signal analysis to support objective clinical decision-making has gained immense interest, especially in neurological disorders. This research assessed the feasibility of speech analysis on the detection of concussions. Using a speech dataset ...
Female Adult Sensitivity and Specificity Male Humans Machine Learning Support Vector Machine Proof of Concept Study Brain Concussion
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Development and Validation of Machine-Learning Algorithms to Predict the Onset of Depression Using Electronic Health Record Data: A Prognostic Modeling Study.

Studies in health technology and informatics Aug 7, 2025
INTRODUCTION: Early detection and intervention are crucial for reducing the impacts of depression and associated healthcare costs. Few studies have used electronic health records (EHR) and machine learning (ML) with a longitudinal design to predict d...
Humans Machine Learning Algorithms Prognosis Primary Health Care Adult Retrospective Studies Male Electronic Health Records Middle Aged Female Depressive Disorder, Major
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Predicting Postpartum Depression Risk Using Social Determinants of Health.

Studies in health technology and informatics Aug 7, 2025
Postpartum depression (PPD) affects approximately 20% of women after childbirth and has complex etiology. Existing predictive models of PPD lack training on large, national datasets and comprehensive integration of clinical and social determinants. T...
Depression, Postpartum Risk Assessment United States Social Determinants of Health Humans Machine Learning Pregnancy Female Risk Factors Adult
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AI Bias and Confounding Risk in Health Feature Engineering for Machine Learning Classification Task.

Studies in health technology and informatics Aug 7, 2025
Recent advancements in machine learning bring unique opportunities in health fields but also pose considerable challenges. Due to stringent ethical considerations and resource constraints, health data can vary in scope, population coverage, and colle...
Humans Machine Learning Electronic Health Records Risk Assessment Bias Patient Readmission Confounding Factors, Epidemiologic Pregnancy Female Adult Cardiovascular Diseases
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