Technologies for well-being: a grand challenge in connected health DOI Creative Commons

Toshiyo Tamura

Frontiers in Digital Health, Год журнала: 2024, Номер 6

Опубликована: Окт. 30, 2024

In recent years, we have faced various social challenges, such as climate change, declining birth rates, aging populations, and population decline. As COVID-19 cause major changes in the way work live, "well-being" is attracting attention a criterion for "how to change".Although no single definition of well-being has been established, WHO defines "Health not absence disease or infirmity, but rather state physical, mental, well-being. Well-being includes quality life ability individuals societies contribute world with sense meaning purpose [1].We are conducting research development aimed at realizing Information Society where all "people" can enjoy both physical mental/spiritual health which digital real worlds will continue merge. Improving through connected means using technology improve management promote overall wellness. Connected remote monitoring, telemedicine, personal data, chronic management, behavioral support, etc.By integrating these strategies into daily life, benefit from more proactive, personalized, efficient healthcare, ultimately enhancing their well-being.In this challenge, present our efforts different perspectives, including people society, spiritual health.A basic element It important be healthy maintain good mental health, on basis, values (symbiosis, empathy, sustainability, happiness, prosperity) that enhance an individual's (QOL) spread. However, humanity currently experiencing pandemic new type coronavirus infection situation said one significantly reduced worldwide.Physical believed it serve basis cultivating one's life. The medical field undergoing paradigm shift symptomatic therapy, seeks cure after illness, care preventing illness first place (preventive medicine).An perspective behavior EU looking effective change many years. particular, technologies facilitated by wearable Internet Things devices domain engineering computer science. A particular focus placed case study examines application techniques vital signs monitoring wearables, underscoring relevance urgency further critical intersection human [2]. findings shed light promising role wearables IoT devices, hereinafter referred promoting positive improving individuals, highlight need continued area realize full potential societal benefit. support applications offer therapy exercises [3,4], mood tracking [5][6][7], stress [8,9]. Virtual groups counseling services also play role. Iin addition, systems aggregate analyze providing insights tailored specific needs. This personalized approach effectiveness treatments lifestyle changes. Many tools set goals track progress, help stay motivated make These researches emphasize key advantages provide feedback, facilitate self-monitoring, incorporate gamification element. features process enjoyable, individuals' goals, bring up community accountability.Gamification elderly shown promise influencing intentions use technologybased solutions [10]. Sestino and, D'Angelo found gamification-based therapeutics positively affected elderly's intention use, effect increased magnitude participants' socialization-seeking tendency increased, revealing importance socializationoriented stimulating responses technological tools.In working "bio-digital twin technology," enables collection wide variety large amount bio-data everyday modeling physiological functions, simulating future predictions capture characteristics each individual.Sensor-based twins assist sensors automatically performing tasks smart environment [11]. Adibi et al. investigated integration environments sensor technologies, capabilities, location-based services, focusing impact healthcare outcomes. By analyzing applications, they sensor-based were delivery patient well-being.As mentioned earlier, treatment prevention medicine). advanced bio-information processing based mapping lead avoiding unknown risks advance, naturally inducing behaviors, supporting independent living own way. For example, healthbased EHRs machine learning automate real-time patient-centered records securely authorized participants. Predictive needed private public predict early diagnosis. Data collected, algorithms determine condition trigger criticality (abnormality) status Such system aims prediction institutional homes participants On other hand, during reforms promotion working, there reports caused than workplace. There concern activity relaxed lifestyles may onset worsening lifestyle-related diseases. Maintaining often requires "persistence" "effort" discipline establish regular habits. accumulating biosensing data activities habits (diet, exercise sleep), elements well-being, time axis, method acquired reveal biorhythmic individuals. Combining knowledge psychology economics, mechanism regulate rhythms body mind presenting indexing evidence spontaneous effortless developing feedback methods.The clock generates circadian rhythm regulated input external information region brain (the suprachiasmatic nucleus). Recent studies understanding eating right foods healthier diet. words, incorporating diet takes account body's internal should easy develop lifestyle. Chrononutrition mainly tested nocturnal animals mice. Evidence relationship between [13,14].Social isolation become issue due transformation communities result older people, especially those who socially isolated, needs improved.How used address wellbeing, interventions its explored.Engaging adults level technology-based practices increase self-efficacy mobility, infrastructure, [15,16].Connected improves interactions, foster connections. video calls online consultations accessible, mobility issues live areas [12,17]. access reduce isolation.Healthcare platforms connect similar conditions concerns emotional practical advice. encourage belonging.Connected Health creates joins focused wellness members share experiences, tips encouragement.In individual behaviors deliver reminders engagement self-care. Also, plans part strategy.Mobile only families connected, resources health. cognitive, visual, auditory adults' selfefficacy. We recommend loneliness technology-agnostic multifaceted, range recognize competencies types interactions meet preferences.Future explore implications real-world scenarios, evaluating settings sports rehabilitation, monitoring.As continues evolve, understand long-term devices. Through novel well prevent interventions, strive individuals.From perspective, summarized growing healthcare. developments great opportunity proactively problems diagnose, treat, monitor patients out hospital. adoption technology-enabled increases enable flexible models, increasing number traditional augmented replaced implementation depend clear robust code practice privacy, confidentiality, cybersecurity related supply still gaps addressed itself, system, users technology. Specifically, how designed standardized protocols interoperability international cross-state systems. Further efficiency blockchain storage compared centralized, cloud-based context care. Finally, consumer clinician acceptance literacy experience determined. believe addressing go long toward enabling broader save dollars care.While actively discussed fields sociology, little design communication contactless device technology, emerged measure without burdening person being measured. future, necessary while challenges.

Язык: Английский

A comprehensive review to evaluate the synergy of intelligent food packaging with modern food technology and artificial intelligence field DOI Creative Commons
Thilina Abekoon,

B. L. S. K. Buthpitiya,

Hirushan Sajindra

и другие.

Discover Sustainability, Год журнала: 2024, Номер 5(1)

Опубликована: Июль 22, 2024

Abstract This study reviews recent advancements in food science and technology, analyzing their impact on the development of intelligent packaging within complex supply chain. Modern technology has brought about packaging, which includes sensors, indicators, data carriers, artificial intelligence. innovative helps monitor quality safety. These innovations collectively aim to establish an unbroken chain safety, freshness, traceability, from production consumption. research explores components technologies focusing key indicators like time–temperature gas freshness pathogen ensure optimal product quality. It further incorporates various types including chemical biosensors, printed electronics, electronic noses. integrates carriers such as barcodes radio-frequency identification enhance complexity functionality this system. The review emphasizes growing influence looks at new advances intelligence that are driving making it better preserving how modern technologies, especially integration, revolutionizing for quality, reduced waste, enhanced traceability.

Язык: Английский

Процитировано

9

Advances in graphene-assisted flexible substrate sensors for human motion monitoring DOI Creative Commons
Zengyu Ma

International Journal of Electrochemical Science, Год журнала: 2024, Номер 19(9), С. 100760 - 100760

Опубликована: Авг. 13, 2024

Язык: Английский

Процитировано

6

Wellness at the Heart of Healthcare DOI
Jaspreet Kaur

Advances in computational intelligence and robotics book series, Год журнала: 2024, Номер unknown, С. 250 - 271

Опубликована: Апрель 5, 2024

This chapter explores the swift incorporation of digital technology in healthcare and delves into crucial need to cultivate consciousness inside hospitals. The significance prioritising wellbeing within practices is underscored, with a focus on promoting mindfulness, human-centred care, thorough training programmes for personnel. study examines various strategies enhancing wellness, encompassing patient-centric interventions, efficient communication methods, comprehensive wellness programmes. Hospitals may effectively leverage revolutionary capabilities uphold patient well-being as paramount concern era by placing emphasis wellness.

Язык: Английский

Процитировано

3

INFORMATION SYSTEMS IN HEALTH MANAGEMENT: INNOVATIONS AND CHALLENGES IN THE DIGITAL ERA DOI Creative Commons
Md Abdul Ahad Maraj

Deleted Journal, Год журнала: 2024, Номер 1(2), С. 14 - 25

Опубликована: Май 1, 2024

Health Information Systems (HIS) are increasingly pivotal in transforming healthcare delivery globally. This paper explores the dual aspects of HIS: innovative potentials and challenges they present. We discuss how HIS enhance management through streamlined data integration, improved diagnostic accuracy, personalized treatment plans. Despite these benefits, significant such as security, interoperability, equitable access persist, posing barriers to effective implementation systems. Through a systematic review literature, this study highlights need for tailored solutions that address underscores importance collaborative efforts among stakeholders optimize use HIS. also propose future research directions focused on improving functionality inclusivity meet global health needs better. The findings suggest while hold transformative potential, their success is contingent upon overcoming existing hurdles enhancing system capabilities support comprehensive management.

Язык: Английский

Процитировано

3

Designing the Future of Service in Technology-Driven Innovation DOI
Muhammad Shahzeb Khan, Salman Hameed, Ahsan Ahmed Jaleel

и другие.

Advances in finance, accounting, and economics book series, Год журнала: 2025, Номер unknown, С. 113 - 134

Опубликована: Янв. 2, 2025

The chapter investigates advancements within the service sector, particularly focusing on leveraging technology to enhance client experiences. It comprehensively analyzes a spectrum of technological innovations, encompassing virtual reality, automation, artificial intelligence, and Internet Things, elucidating their profound impact provision across diverse industries. incorporates structured class exercise aimed at fostering creative problem-solving for delivery, promoting critical thinking, innovation, deeper understanding technology's pivotal role in shaping ecosystems. also serves real-world case study featuring Zomato, an Indian-based online food ordering delivery company, which illuminate practical challenges intricacies inherent implementing state-of-the-art methodologies. By meticulously dissecting this study, offers invaluable insights into hurdles adoption, internal organizational resistance, integration.

Язык: Английский

Процитировано

0

Deep learning technology: enabling safe communication via the internet of things DOI Creative Commons
Ramiz Salama, Hitesh Mohapatra,

Tuğşad Tülbentçi

и другие.

Frontiers in Communications and Networks, Год журнала: 2025, Номер 6

Опубликована: Фев. 4, 2025

Introduction The Internet of Things (IoT) is a new technology that connects billions devices. Despite offering many advantages, the diversified architecture and wide connectivity IoT make it vulnerable to various cyberattacks, potentially leading data breaches financial loss. Preventing such attacks on ecosystem essential ensuring its security. Methods This paper introduces software-defined network (SDN)-enabled solution for vulnerability discovery in systems, leveraging deep learning. Specifically, Cuda-deep neural (Cu-DNN), Cuda-bidirectional long short-term memory (Cu-BLSTM), Cuda-gated recurrent unit (Cu-DNNGRU) classifiers are utilized effective threat detection. approach includes 10-fold cross-validation process ensure impartiality findings. most recent publicly available CICIDS2021 dataset was used train hybrid model. Results proposed method achieves an impressive recall rate 99.96% accuracy 99.87%, demonstrating effectiveness. model also compared benchmark classifiers, including Cuda-Deep Neural Network, Cuda-Gated Recurrent Unit, (Cu-DNNLSTM Cu-GRULSTM). Discussion Our technique outperforms existing based evaluation criteria as F1-score, speed efficiency, accuracy, precision. shows strength detection highlights potential combining SDN with learning assessment.

Язык: Английский

Процитировано

0

Advanced applications in chronic disease monitoring using IoT mobile sensing device data, machine learning algorithms and frame theory: a systematic review DOI Creative Commons

Yu Liu,

Boyuan Wang

Frontiers in Public Health, Год журнала: 2025, Номер 13

Опубликована: Фев. 21, 2025

The escalating demand for chronic disease management has presented substantial challenges to traditional methods. However, the emergence of Internet Things (IoT) and artificial intelligence (AI) technologies offers a potential resolution by facilitating more precise through data-driven strategies. This review concentrates on utilization IoT mobile sensing devices in managing major diseases such as cardiovascular diseases, cancer, respiratory diabetes. It scrutinizes their efficacy diagnosis when integrated with machine learning algorithms, ANN, SVM, RF, deep models. Through an exhaustive literature review, this study dissects how these aid risk assessment, personalized treatment planning, management. research addresses gap existing concerning application AI specific diseases. particularly demonstrates methodological novelty introducing advanced models based learning, tight frame-based methodologies real-time monitoring systems. employs rigorous examination method, which includes systematically searching relevant databases, filtering that meets inclusion exclusion criteria, adopting quality assessment tools ensure rigor selected studies. identifies biases weaknesses related data collection, algorithm selection, user interaction. platforms integrating algorithms are not only technically viable but also yield economic social advantages real-world applications. Future studies could investigate use quantum computing processing vast medical datasets novel techniques merge biosensors nanotechnology drug delivery surveillance. Furthermore, paper examines recent progress image reconstruction, emphasizing methodologies. We discuss principles, benefits, constraints methods, assessing across diverse contexts.

Язык: Английский

Процитировано

0

Internet of Things in Healthcare Research: Trends, Innovations, Security Considerations, Challenges and Future Strategy DOI Creative Commons
Attique Ur Rehman, Songfeng Lu, Md Belal Bin Heyat

и другие.

International Journal of Intelligent Systems, Год журнала: 2025, Номер 2025(1)

Опубликована: Янв. 1, 2025

The Internet of Things (IoT) has become a transformative force across various sectors, including healthcare, offering new opportunities for automation and enhanced service delivery. evolving architecture the IoT presents significant challenges in establishing comprehensive cyber‐physical framework. This paper reviews recent advancements IoT‐driven healthcare automation, focussing on integrating technologies such as cloud computing, augmented reality wearable devices. work examines network architectures platforms that support applications while addressing critical security privacy issues, specific threat models, attack classifications prerequisites relevant to sector. study highlights how emerging like distributed intelligence, big data analytics devices are incorporated into improve patient care streamline medical operations. findings reveal potential transform practices, particularly in‐patient monitoring, clinical decision‐making. However, concerns continue be substantial barrier. also explores implications global ehealth strategies their influence sustainable economic community growth. It proposes an innovative cooperative model mitigate risks IoT‐enabled systems. Finally, it identifies key unresolved future research IoT‐based healthcare.

Язык: Английский

Процитировано

0

Forensics and security issues in the Internet of Things DOI Creative Commons
Shams Forruque Ahmed,

Shanjana Shuravi Shawon,

Afsana Bhuyian

и другие.

Wireless Networks, Год журнала: 2025, Номер unknown

Опубликована: Март 27, 2025

Язык: Английский

Процитировано

0

Enhancing Agricultural Practices Through Iot And Decision Tree Analytics: A Case Study On Autonomous Irrigation Management DOI
Francesco Colace, Simon Pierre Dembele,

Rosario Gaeta

и другие.

Lecture notes in networks and systems, Год журнала: 2025, Номер unknown, С. 233 - 242

Опубликована: Янв. 1, 2025

Язык: Английский

Процитировано

0