A Medical Cyber-physical system for predicting maternal health in developing countries using machine learning

Healthcare Analytics, Journal Year: 2023, Volume and Issue: 5, P. 100285 - 100285

Published: Nov. 28, 2023

It is essential to monitor any health issues during pregnancy ensure a safe delivery because crucial for both mother and child. However, developing countries have poor access healthcare, making managing possible risks challenging. An Internet of Things (IoT)-based Medical Cyber-Physical System (MCPS) can offer valuable affordable solution anticipating controlling hazards solve this issue. This paper presents the design development an MCPS recognizing in pregnant women countries. The system collects key metrics using temperature, blood pressure, glucose levels, heart rate sensors. automatically considers risk factors predict Machine Learning (ML) sends them nearest clinic or hospital. Patients manually enter their into program talk with doctor through it. efficacy proposed evaluated dataset women, results demonstrate that accurately detect pregnancy. experts can. enhance maternal fetal outcomes systems real-time data collecting processing capabilities. Despite restricted healthcare countries, provides economical method addressing pregnancy-related risks. assist medical personnel quick informed choices, enhancing level care provided expectant mothers unborn children.

Language: Английский

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Managing digital manufacturing transformation: assessing the status-quo and future prospects in North Indian industries

Journal of strategy and management, Journal Year: 2024, Volume and Issue: unknown

Published: April 3, 2024

Purpose The use of technology in 4th industrial revolution is at its peak. Industries are trying to reduce the consumption resources by effectively utilizing information and connect different functioning agents manufacturing industry. Without digitization “Industry 4.0” will be a virtual reality. present survey-based study explores factual status digital Northern India. Design/methodology/approach After an extensive literature review, questionnaire was designed gather viewpoints Indian practitioners. first half contains questions related north demographic factors which may affect digitalization latter includes queries concerned with various operational (or drivers) driving without ignoring constraints. Findings focus this survey understand current level under ongoing push government focused upon movement. analysis included non-parametric testing functional impacting echoes, specifically such as technological upgradations were independent type industry, turnover or location. About 10 key thoughtfully grouped into three major categories—internal Research Development (R&D), capability supply chain capacity adapt market. These then examined how they contribute manufacturing, appropriate ordinal logistic regression. resulting predictive provides seldom-seen insights valuable suggestions for most effective deployment industries. limitations/implications country-specific Industry 4.0 quite limited. mainly focuses on National Capital Region. number can further incorporated. Moreover, addition ecology, environment society make more insightful. Practical implications work about expects facilitate public private policymakers implement technologies India less efforts least resistance. It empowers towards based tools techniques creates new socio-economic dimensions sustainable development. Originality/value quantitative nature statistical predictions (data-based) novel. clubbing similar success avoid inter-collinearity complexity seldom seen. analytics provided elusive it directions logic. help Government strategists plan perform their interventions accordingly.

Language: Английский

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Personnel brain-drain syndrome and quality healthcare delivery among public healthcare workforce in Nigeria

Arab Gulf Journal of Scientific Research, Journal Year: 2022, Volume and Issue: 41(1), P. 18 - 39

Published: Sept. 24, 2022

Purpose The mass exodus of the professional healthcare workforce has become a cankerworm for developing nation like Nigeria, and this worsens already depleted systems in underdeveloped nation. This study investigated rationale behind medical workers' brain-drain syndrome quality delivery Nigerian public sector. Design/methodology/approach To stimulate an understanding effect phenomenon called brain drain, adopted diagnostic research design to survey personnel government hospitals. administered battery adapted scales different measures confirm variables interest on probability sampling strategy. surveyed 450 sector employees from four hospitals gather pertinent data. used structural equation model (SEM) artificial neural networks (ANNs) analyse collected data Findings findings are significant as postulated. discovered that poor worklife experienced by was attributed delivery. further demonstrated job dissatisfaction suffered among forced migrate international labour market, same factor is reason Lastly, inadequate remuneration pay discouraged professionals allied workers being productive ultimately pushed them global market. Originality/value Practically, shown three major elements caused movement other countries world seems novel given peculiarity original much not been put forward Nigeria concerning phenomenon.

Language: Английский

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Emerging Trends of ICT in Airborne Disease Prevention

ACM Transactions on Internet Technology, Journal Year: 2022, Volume and Issue: 22(4), P. 1 - 18

Published: Sept. 29, 2022

Information and Communication Technologies (ICT) are becoming indispensable nowadays for the healthcare industry. The utilization of ICT in services has accelerated even faster after commencement COVID-19 outbreak. This study aims to perform a scientometric analysis scholarly literature on airborne diseases discipline science technology. It explores recent advancement internet technologies control prevalence deadly illnesses by applying analytical approaches. presents publication trends, citation structure, influential sources, co-citation, co-occurrence network using CiteSpace tool. identifies important research topics, current hotspots, most active areas, leading this scientific knowledge domain. inferred significant results from analyses that will benefit researchers academic fraternity across globe understand evolving paths progress disease management.

Language: Английский

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Modular Information Fusion Model System for Urban Landscape Design Process

Lecture notes in electrical engineering, Journal Year: 2025, Volume and Issue: unknown, P. 56 - 64

Published: Jan. 1, 2025

Language: Английский

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Healthcare 4.0 digital technologies impact on quality of care: a systematic literature review

Total Quality Management & Business Excellence, Journal Year: 2023, Volume and Issue: 34(15-16), P. 2157 - 2182

Published: July 25, 2023

The healthcare industry is transforming into Healthcare 4.0 (H4.0), an era characterized by smart and connected systems. This study presents a conceptual framework that classifies H4.0 digital technologies information communication technology bundles within the value chain. It also identifies barriers evaluates technologies' impact on quality measures through systematic literature review meta-analysis approach following PRISMA protocol. analysis reveals in sector traditionally consist of sensing-communication processing-actuation technologies. findings highlight significant influence three measures: patient safety, experience/satisfaction, clinical effectiveness. While these offer potential benefits, they pose challenges for patients clinicians, including intellectual property significance concerns, especially North America. proposed addresses issues enables stakeholders to prioritize, review, analyze enhance experience, research contributes existing being first comprehensive care. provided this offers valuable guidance selecting appropriate improve outcomes support

Language: Английский

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Forecasting the diffusion of ISO/IEC 27001: a Grey model approach

The TQM Journal, Journal Year: 2023, Volume and Issue: 35(9), P. 123 - 151

Published: April 4, 2023

Purpose The aim of this paper is to present the first diffusion analysis ISO/IEC 27001, fourth most popular ISO certification at global level and important standard for information security. Design/methodology/approach To achieve purposes, authors applied Grey Models (GM) – Even GM (1,1), (1,1,α,θ), Discrete (1,1,α) complemented by relative growth rate doubling time indexes on six countries in terms issued certificates. Findings Results show that a growing trend likely be expected years come China will lead country level. Originality/value study contributes scientific debate presenting diffusive 27001 proposing forecasting approach date has found little application field international standards.

Language: Английский

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Emergence, Evolution, and Applications of Cyber-Physical Systems in Smart Society

Published: Jan. 11, 2024

With rapid technological advancement, cyber-physical systems (CPS) become an emerging era of engineered based on computing, networking, and control technologies that revolutionize human lives. New smart CPS drives innovation competition in industrial automation, transportation, healthcare applications, etc. Therefore, it is essential to explore the area. The paper presents emergence CPS. It includes CPS's evolution, its necessity, importance. Then, we diverse applications a society. Next, various challenges recent state-of-the-art overcome these challenges. connects strongly currently prevalent terms Internet Things, Industrial Internet, Industry 4.0, Everything. All illustrate technology fundamentally physical digital worlds. more foundational durable than all these. Thus, work presented here provides view substantial social consequences, making trend progressive.

Language: Английский

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Bibliometric analysis on usage of Industry 4.0 technologies in healthcare

The TQM Journal, Journal Year: 2024, Volume and Issue: unknown

Published: June 26, 2024

Purpose Industrial Revolution 4.0 prompts organizations to adopt emerging technologies, and the healthcare industry is no different from them. Further, it important new edge technologies improve services well-being of patients. This research synthesizes work most influenced by this technology trends usage Industry in sector. Design/methodology/approach The study has used Scopus Web Science databases retrieve articles published for bibliometric analysis. Specifically, Bibliometrix (R-package) VOSviewer were analyze data related authors, sources, keywords content Findings found increased recent years. USA, India China are top contributors field, showing progress developed developing economies. Dwivedi Y Kumar A. researchers field. finding also reveals that predictive analytics, deep sustainable development areas where can play a crucial role. Practical implications Using help company its services, operational efficiency patient care. Originality/value explored sector using through

Language: Английский

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Integration of Cyber-Physical Systems in the Advancement of Society 5.0 Healthcare Management

Published: Jan. 1, 2023

Cyber-physical systems (CPSs) allow the integration of digital and physical to perform well-organized precise tasks in several disciplines including medicine. Reliability, efficiency, security are key players achieving successful CPSs. Artificial intelligence (AI) can host manage large data sets from different sources omics biomarkers bank used for development targeted therapies accurate medical diagnoses. The inclusion CPSs advance ability AI logically synergize platforms with elements back, thus improving control automatic actuation health technologies. In a world where digitalization has become part our daily lives, incorporating actualizing new technologies personalized precision medicine be achieved through Input communicated computational patient environmental, health, diagnostic information analyzed assess efficacy therapies. Human-based such as networks-on-chip (NoC) could constant communication between patients healthcare providers well real-time monitoring status. However, disadvantage CPS is vulnerability cyber-based attacks which result terrorism or organized crime compromising confidentiality human rights. Should certain regarding end up wrong hands, this target, harass, take advantage groups individuals. layer equipped protocols open authorization, user-managed access, self-sovereign identity Society 5.0 ensures incorporation common global laws. This chapter will focus on integrating improve diagnosis, treatment, advancing management systems.

Language: Английский

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