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201 articles for “Healthcare AI”
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Research ArticleOpen accessPhrase in the titleCA-LIME: A Collinearity-Aware LIME Framework for Reliable and Interpretable Explanations in Healthcare AIIdris Khan, Sachin BhoiteIn clinical tabular models, correlated biomarkers can make local explanations unstable even when predictive performance appears acceptable. This paper presents CA-LIME, a collinearity-aware extension of LIME built to address that failure mode directly. Five variations of CA-LIME Vanilla reference, VIF, PCA back projection, Ridge, and ElasticNet allow us to investigate how various correlation-control strategies alter explanation behavior. ILPD, Kaggle liver, … …Journal of Computer Science, Vol. 22, Issue 7 · 28 Jul 2026 · 806 accessesView PDFCite
Research ArticleOpen accessEvery word in the titleA Novel Characterization of the Incidence Term in Epidemic Models: Interpretation of the Resulting Basic Reproduction Number in Terms of Healthcare AccessibilityFrancis BenyahWe propose a novel characterization of the incidence term in mathematical epidemic models. This new characterization takes into consideration the fact that at any given time, only a proportion $\kappa \ (0 \, \le \, \kappa \, \le \, 1)$, of infectives have access to healthcare. Infectives without access remain untreated and therefore, become reservoirs for new transmissions.The proposed incidence … …Journal of Mathematics and Statistics, Vol. 22, Issue 1 · 1 Oct 2026 · 582 accessesView PDFCite
Research ArticleOpen accessEvery word in the titleBlockchain-NFV for Smart Digital and Secure Physical Structures in E-Government, Healthcare, and Network SystemsHayder Abdulsattar Nahi, Ebtehal Akeel Hamed, Rusul A. Salman, Akmam Majed MosaThis paper proposed a combined model that melds Blockchain technology with Network Function Virtualization (NFV) to promote many areas, such as smart, secure, and scalable physical and digital infrastructures in E-Government, Healthcare, and Network Systems. The model treats the principal objections in conventional systems, including centralization, slowed service deployment, and restricted safety. By employing decentralized Digital Identity Decentralized identifiers (DIDs), … …Journal of Computer Science, Vol. 22, Issue 4 · 21 Apr 2026 · 1,319 accessesView PDFCite
Research ArticleOpen accessEvery word in the titleRisk Assessment of Healthcare Information Systems in Indonesian Regional Government Hospitals Using ISO 27001:2022Deo Alif Alfitrah, Nilo LeegowoThe growing number of cyber-attacks targeting the healthcare sector, particularly Indonesian regional government hospitals, reflects the absence of a structured information security management system. Issues such as shared account usage, lack of staff security training, and undocumented incident reporting present serious risks to patient data. This study aims to assess the current state of information security in a government hospital … …Journal of Computer Science, Vol. 22, Issue 3 · 13 Mar 2026 · 2,416 accessesView PDFCite
Research ArticleOpen accessEvery word in the titleIdentification of Fraud in Accidental and Healthcare Insurance Using Local Outlier Factor: A Machine Learning ApproachJyoti Lele, Vaidehi Deshmukh, Abhinav Chandra, Radhika DesaiAn unsupervised machine learning model that uses the mechanism of the Local Outlier Factor to flag and detect ambiguous as well as potentially fraudulent claims in Accidental and Healthcare insurance is proposed in this paper. It entirely automates the manual investigation of claims by claim appraisers in any organization. The ethos of this model is to comprehensively automate and expedite … …Journal of Computer Science, Vol. 21, Issue 12 · 22 Jan 2026 · 1,575 accessesView PDFCite
Research ArticleOpen accessEvery word in the titleBig Data Framework for Predicting Infectious Diseases to Improve Healthcare by Discovering New Symptom PatternsAmal Mohamed Mounir, Mohamed Ibrahim Marie, Laila Abd-ElhamidThe utilization of big data in infectious disease control represents a captivating opportunity, as these novel data streams offer the potential to enhance the timeliness of preventive measures. Various healthcare providers in both the public and private sectors generate, store, and analyse extensive datasets to enhance the quality of services they deliver. Recently, the outbreak of the new coronavirus, COVID-19, … …Journal of Computer Science, Vol. 20, Issue 10 · 2 Aug 2024 · 4,915 accessesView PDFCite
Research ArticleOpen accessEvery word in the titleRapid Prototyping as a Low-Cost Push Factor to Promote the Adoption of IoT Technology in the Healthcare: A Case StudyPaolino Di Felice, Gaetanino Paolone, Ernano ScalzoneThe increasing demographic aging of people in most countries all over the world, raises the issue of continuously monitoring their health status. At present days there is a big mismatch between the provision of assistance to adults and the actual demand. With advances in low-cost wearable devices, patients are becoming the first source of health-related data of themselves. That is … …Journal of Computer Science, Vol. 20, Issue 10 · 26 Jul 2024 · 5,038 accessesView PDFCite
Research ArticleOpen accessEvery word in the titleEquity Mutual Funds in Healthcare Sector: A Comparison of Performance and Risk Through an Age-Cohort AnalysisRosa Adamo, Domenica Federico, Antonella NotteSustainable finance development led to the spread of some specific categories of equity funds based on a social vocation. Particularly, sustainable funds are portfolios of equities and/or bonds for which environmental, social and governance factors have been integrated into the investment process. Today these tools play an important role in the health sector. The aim is to offer an overview … …American Journal of Economics and Business Administration, Vol. 14, Issue 1 · 23 Jan 2023 · 6,149 accessesView PDFCite
Review ArticleOpen accessEvery word in the titleArtificial Intelligence in e-Health: A Review of Current Status in Healthcare and Future Possible Scope of ResearchSapna Katiyar, Artika FarhanaArtificialIntelligence (AI) has been emerging promptly currently due to softwarealgorithms, hardware employment, and applications in many sectors. TheHealthcare sector is drawing the attention of healthcare professionals andresearchers from a multidisciplinary viewpoint like administration, business,finance, record keeping, decision making, and services. Extensive usage ofelectronic health records gives rise to an immense quantity of clinical data.For patient welfare, disease diagnosis is vital … …Journal of Computer Science, Vol. 18, Issue 10 · 6 Oct 2022 · 6,281 accessesView PDFCite
Research ArticleOpen accessEvery word in the titleA Study to Assess the SkooolTM Healthcare Education Program Among Midwifery Students of the Koforidua Nursing and Midwifery Training CollegeAugustine Kumah, Nicholas Adzaho, Hillary Selassi Nutakor et al.The SkooolTM Healthcare Education program came because of an identified need for improving the quality of pre-service education in Ghana. This was inspired by a desire to tackle the high failure rate of midwifery licensing examinations. The program was piloted in six nursing and midwifery schools. To broaden and reinforce lessons taught and learned in the classroom and skills labs, … …International Journal of Research in Nursing, Vol. 12, Issue 1 · 22 Dec 2021 · 8,187 accessesView PDFCite