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Research ArticleOpen accessEvery word in the titleDeep Learning Analysis of Drug Reviews: Identifying Patient Conditions, Predicting Drug Ratings, and Sentiment AnalysisRafat Hammad, Mohammad Ashraf Ottom, Ayah Bani BakerUnderstanding patients' experiences with medications is essential for improving drug effectiveness, detecting potential side effects, and enhancing overall patient satisfaction. This research investigates applying machine learning to patient drug reviews across three main tasks: Identifying patient conditions, predicting drug ratings, and performing sentiment analysis. We implemented and evaluated Convolutional Neural Networks (CNNs), Artificial Neural Networks (ANNs), and Recurrent Neural Networks … …Journal of Computer Science, Vol. 22, Issue 9 · 7 Sep 2026 · 736 accessesView PDFCite
Research ArticleOpen accessEvery word in the titleEW-GAT: Edge-Weighted Graph Attention Framework for Patient-Aware Heart Disease Classification Using Feature-to-Feature Similarity GraphsRamakrishna Reddy Badveli, Nijaguna Gollara Siddappa, Sundeep Kumar KanipakapatnamHeart disease remains an important cause of global death, requiring accurate and clinically interpretable prediction models. However, traditional Machine Learning (ML) methods often fail to capture meaningful dependencies among clinical features and lack robustness across diverse patient populations. To overcome these issues, this research introduces an Edge-Weighted Graph Attention Network (EW-GAT) for patient-aware heart disease classification. The approach first models … …Journal of Computer Science, Vol. 22, Issue 7 · 25 Jul 2026 · 912 accessesView PDFCite
Research ArticleOpen accessEvery word in the titleSmart Patient Consent Management Model for Health Information Exchange Based on Blockchain TechnologyK. R. Rohini, P. S. Rajakumar, S. GeethaInnovation for Electronic Medical Records (EMRs) has been hindered by years of excessive regulation and inefficient bureaucracy. As data science and personalization encourage individuals to take an active role in their healthcare and regain control of their own medical records, there is an urgent need for new approaches. The ability to exchange electronic health records is fundamental in contemporary healthcare … …Journal of Computer Science, Vol. 20, Issue 7 · 17 Apr 2024 · 7,343 accessesView PDFCite
Research ArticleOpen accessEvery word in the titlePatients’ Knowledge and Perception on Nurses’ Adherence to Nurses’ Professional Code of Ethics in Ghana: A Cross-Sectional SurveyAugustine Kumah, Hilda Agortimevor, Prosper Kpobi et al.In recent times, the showcasing of professional ethical standards at workplaces has become an imperative issue of interest in almost all professions including the health profession in general and nursing. This study investigated patient's knowledge and perception of patients on Nurses' adherence to their professional codes of ethics in Ghana, using Eastern Regional Hospital, Koforidua as a case study. A … …International Journal of Research in Nursing, Vol. 11, Issue 1 · 29 Oct 2020 · 8,552 accessesView PDFCite
Research ArticleOpen accessEvery word in the titleCurrent Health Service Experience as a Predictor of Patient Satisfaction: Evidence from TurkeyEvren AYRANCI, Nazmiye ATALAYThis study scrutinizes effects of current health service experience on patient satisfaction. The investigation included 337 participants, who were actively receiving health services from the largest public hospitals’ clinics in Turkey. An examination of the experience’s and satisfaction’s statistical structures is made; therefore, exploratory factor and reliability analyses were applied. A structural equation modeling was used consecutively to determine the … …Journal of Social Sciences, Vol. 15, Issue 1 · 20 Jul 2019 · 7,453 accessesView PDFCite
Review ArticleOpen accessEvery word in the titleService Delivery Innovation in Health Care for Patient Satisfaction at Primary and Secondary LevelHarpreet Kaur Grang, Moshiur Bhuiyan, P.W.C. Prasad et al.The purpose of this research is to identify and address the service delivery issues faced by patients in hospitals including emergency departments. It illustrates the available solutions and determines the one that best fits the solution among service delivery methods in hospitals to provide quick and quality care with better efficiency. There are various software tools that are used to … …American Journal of Applied Sciences, Vol. 16, Issue 2 · 7 Mar 2019 · 7,666 accessesView PDFCite
Research ArticleOpen accessEvery word in the titleEvaluating Patient Readmission Risk: A Predictive Analytics ApproachAvishek Choudhury, Dr. Christopher M. GreeneWith the emergence of the Hospital Readmission Reduction Program of the Center for Medicare and Medicaid Services on October 1, 2012, forecasting unplanned patient readmission risk became crucial to the healthcare domain. There are tangible works in the literature emphasizing on developing readmission risk prediction models; However, the models are not accurate enough to be deployed in an actual clinical … …American Journal of Engineering and Applied Sciences, Vol. 11, Issue 4 · 7 Dec 2018 · 8,155 accessesView PDFCite
Research ArticleOpen accessEvery word in the titleTHE RELATIONSHIP BETWEEN POSITIVE PATIENT EXPERIENCE IN ACUTE HOSPITALS AND PERSON-CENTRED CARERandal Parlour, Paul Slater, Brendan Mccormack et al.Internationally, person-centred care has become a central tenet of many health and social care related policies and strategies. However, few studies exist that explicitly examine the linkage between patients' perceptions of a person-centred care climate and patients' experiences of care. This has been hampered by a dearth of instruments with acceptable psychometric properties. The aim of this study is to … …International Journal of Research in Nursing, Vol. 5, Issue 1 · 24 Dec 2014 · 9,500 accessesView PDFCite
Research ArticleOpen accessEvery word in the titlePATIENT SATISFACTION IN PRIMARY HEALTH CARE CENTERS IN HAIL CITY, SAUDI ARABIAFares AlshammariThe objectives of this study were to explore the factors contributing to patient Satisfaction in Primary Healthcare Centers (PHCCs) in Hail city, Saudi Arabia. A cross-sectional quantitative survey was conducted using an instrument with valid and reliable properties. Six dimensions of patient satisfaction were identified by factor analysis, with adequate to high levels of internal consistency reliability (Cronbach’s alpha = … …American Journal of Applied Sciences, Vol. 11, Issue 8 · 10 May 2014 · 9,308 accessesView PDFCite
Research ArticleOpen accessEvery word in the titleASSESSMENT OF QUALITY OF LIFE IN CANCER PATIENTSFereshteh Farzianpour, Jalil Shojaee, Ghasem Abedi, Farideh RostamiStandards of Joint Commission International (JCI) emphasize on the organizational performance level in basic functional domains including patient right, patient care, medical safety and infection control. These standards are focused on two principles: Expectations of the actual organizational performance and assessment of organizational capabilities to provide high quality and safe Health Care Services (HCS). The aim of this study was … …American Journal of Agricultural and Biological Sciences, Vol. 9, Issue 2 · 9 Jan 2014 · 8,145 accessesView PDFCite