Saleh Albahli^*

CMES-Computer Modeling in Engineering & Sciences, Vol.143, No.1, pp. 1095-1128, 2025, DOI:10.32604/cmes.2025.058821 - 11 April 2025

Abstract Predicting hospital readmission and length of stay (LOS) for diabetic patients is critical for improving healthcare quality, optimizing resource utilization, and reducing costs. This study leverages machine learning algorithms to predict 30-day readmission rates and LOS using a robust dataset comprising over 100,000 patient encounters from 130 hospitals collected over a decade. A comprehensive preprocessing pipeline, including feature selection, data transformation, and class balancing, was implemented to ensure data quality and enhance model performance. Exploratory analysis revealed key patterns, such as the influence of age and the number of diagnoses on readmission rates, guiding the More >

Shikha Kukreti^1,#, Min-Chi Hsieh^2,#, Musheer A. Aljaberi³, Ru-Yi Huang^4,5,6, I-Ting Hwang⁷, Carol Strong², Jung-Sheng Chen⁸, Ming-Ta Hsieh^9,10,*, Mark D. Griffiths¹¹, Chung-Ying Lin^12,13,*, Nai-Ying Ko¹

International Journal of Mental Health Promotion, Vol.26, No.12, pp. 987-996, 2024, DOI:10.32604/ijmhp.2024.057708 - 31 December 2024

Abstract Background: The COVID-19 pandemic profoundly impacted medical education and caused psychological distress and worry about clinical learning for those who received clinical medical education during this period. Although the acute phase of COVID-19 has now ended, understanding its impact is essential for strengthening medical system preparedness. Therefore, the present study examined the association between changes in medical education and worry about clinical learning, considering the mediating role of psychological distress among participants who received clinical training. Methods: A cross-sectional online survey was conducted with 542 post-graduate year (PGY) doctors and allied health students from the… More >

Hamed Taherdoost^1,2,3,4,*

CMC-Computers, Materials & Continua, Vol.81, No.1, pp. 79-104, 2024, DOI:10.32604/cmc.2024.054378 - 15 October 2024

Abstract Technical and accessibility issues in hospitals often prevent patients from receiving optimal mental and physical health care, which is essential for independent living, especially as societies age and chronic diseases like diabetes and cardiovascular disease become more common. Recent advances in the Internet of Things (IoT)-enabled wearable devices offer potential solutions for remote health monitoring and everyday activity recognition, gaining significant attention in personalized healthcare. This paper comprehensively reviews wearable healthcare technology integrated with the IoT for continuous vital sign monitoring. Relevant papers were extracted and analyzed using a systematic numerical review method, covering various More >

Ch. Srinivas^1,*, K. Chandrabhushana Rao²

CMC-Computers, Materials & Continua, Vol.67, No.2, pp. 1801-1817, 2021, DOI:10.32604/cmc.2021.014981 - 05 February 2021

Abstract In this paper we propose an efficient process of physiological artifact elimination methodology from brain waves (BW), which are also commonly known as electroencephalogram (EEG) signal. In a clinical environment during the acquisition of BW several artifacts contaminates the actual BW component. This leads to inaccurate and ambiguous diagnosis. As the statistical nature of the EEG signal is more non-stationery, adaptive filtering is the more promising method for the process of artifact elimination. In clinical conditions, the conventional adaptive techniques require many numbers of computational operations and leads to data samples overlapping and instability of… More >

Alexander J. Skokan¹, Ryan W. Dobbs¹, Andrew M. Harris², Christopher D. Tessier³, Kamran P. Sajadi³, Ruchika Talwar¹, Ian Berger¹, Thomas J. Guzzo¹, Justin B. Ziemba¹

Canadian Journal of Urology, Vol.27, No.1, pp. 10087-10092, 2020

Abstract Introduction: A shared professional culture focused on patient safety is critical to delivering high-quality care. There is a need for objective metrics to help identify target areas for improvement in patient safety culture. The Medical Office Survey on Patient Safety Culture (SOPS) was developed and validated by the United States Agency for Healthcare Research and Quality to measure patient safety culture in the ambulatory setting. In this study we report on safety culture and practices in six academic urology clinics utilizing this validated questionnaire.
Materials and methods: The SOPS was administered to all staff in ambulatory urology… More >

Darcy N. Marckini¹, Bennett P. Samuel¹, Jessica L. Parker², Stephen C. Cook^1,3

Congenital Heart Disease, Vol.14, No.3, pp. 356-361, 2019, DOI:10.1111/chd.12745

Abstract Background: Physician burnout has many undesirable consequences, including nega‐ tive impact on patient care delivery and physician career satisfaction. Electronic health records (EHRs) may exacerbate burnout by increasing physician workload.
Objective: To determine burnout in adult congenital heart disease (ACHD) specialists by assessing stress associated with EHRs.
Design: Electronic survey study of ACHD providers.
Setting: Canada and United States.
Participants: Three hundred eighty‐three ACHD specialists listed on the Adult Congenital Heart Association directory between February and April 2017.
Outcome Measures: Burnout was measured using the Maslach Burnout Inventory (MBI) to understand factors contributing to work life and EHR satisfaction. Chi‐ square… More >

Jeffery B. Anderson¹, Devyani Chowdhury², Jean A. Connor³, Curt J. Daniels⁴, Craig E. Fleishman⁵, Michael Gaies⁶, Jeffrey Jacobs^7,8, John Kugler⁹, Nicolas Madsen¹, Robert H. Beekman⁶, Stacey Lihn¹⁰, Kay Stewart-Huey¹¹, Robert Vincent¹¹, Robert Campbell¹¹

Congenital Heart Disease, Vol.13, No.2, pp. 167-180, 2018, DOI:10.1111/chd.12575

Abstract Pediatric cardiovascular services are responding to the dynamic changes in the medical environment, including the business of medicine. The opportunity to advance our pediatric cardiology field through collaboration is now realized, permitting us to define meaningful quality metrics and establish national benchmarks through multicenter efforts. In March 2016, the American College of Cardiology hosted the first Adult Congenital/Pediatric Cardiology Section Congenital Heart Community Day. This was an open participation meeting for clinicians, administrators, patients/parents to propose metrics that optimize patient care and outcomes for a state-of-the-art congenital heart center of the 21st century. Care center… More >

Lubica Kovacikova¹, Martin Zahorec¹, Peter Skrak¹, Brian D. Hanna², R. Lee Vogel²

Congenital Heart Disease, Vol.12, No.4, pp. 491-496, 2017, DOI:10.1111/chd.12480

Abstract Background: Telemedicine is a rapidly evolving form of modern information and communication technology used to deliver clinical services and educational activities.
Objective: The aim of this article is to report and analyze our experience with transatlantic consultation via videoconferencing in pediatric cardiology.
Methods: In February, 2013, videoconferencing project was launched between a medium-volume pediatric cardiac center in Bratislava, Slovakia and subspecialty experts from a high-volume pediatric cardiac program at The Children’s Hospital of Philadelphia (CHOP), USA. During 1.5–2 hours videoconferences, 2–3 patients with similar complex clinical scenarios were presented to CHOP experts. The main goal of the project… More >

Karrie F. Downing^1,2, Matthew E. Oster^1,3, Sherry L. Farr¹

Congenital Heart Disease, Vol.12, No.4, pp. 497-506, 2017, DOI:10.1111/chd.12476

Abstract Objective: A substantial percentage of children with congenital heart disease (CHD) fail to transfer to adult care, resulting in increased risk of morbidity and mortality. Transition planning discussions with a provider may increase rates of transfer, yet little is known about frequency and content of these discussions. We assessed prevalence and predictors of transition-related discussions between providers and parents of children with special healthcare needs (CSHCN) and heart problems, including CHD.
Design: Using parent-reported data on 12- to 17-year-olds from the 2009–2010 National Survey of CSHCN, we calculated adjusted prevalence ratios (aPR) for associations between demographic factors… More >