Data Driven Health Monitoring Review

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Data-Driven Structural Health Monitoring Using Feature …

(5 days ago) WebSmart structural health monitoring (SHM) for large-scale infrastructure is an intriguing subject for engineering communities thanks to its significant advantages such …

https://ieeexplore.ieee.org/document/9259076/

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Mobile and wearable sensors for data-driven health …

(7 days ago) WebThe remainder of this paper is organized as follows: Section 2 provides research methodology. Section 3 presents a review of mobile and wearable sensors for …

https://www.sciencedirect.com/science/article/pii/S095741742200714X

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Mobile and wearable sensors for data-driven health …

(9 days ago) WebHighlights •Comprehensive review of health monitoring based sensors.•Categorize the sensors into homogeneous, dual and heterogeneous.•Discuss their strengths, Mobile …

https://dl.acm.org/doi/10.1016/j.eswa.2022.117362

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Learning health systems using data to drive healthcare …

(3 days ago) WebSystematic review from CINAHL, EMBASE, MEDLINE, Medline in-process and Web of Science PubMed databases, using learning health system, data hub, data …

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7932903/

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Machine learning and structural health monitoring …

(3 days ago) WebNear real-time and online damage assessment in structural health monitoring (SHM) systems is a promising transition toward bridging the gaps between the past’s applicative inefficiencies and the emerging …

https://journals.sagepub.com/doi/full/10.1177/14759217211036880

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A Review on Technological Advancements in the Field of …

(2 days ago) WebSohn, H., et al.: A review of structural health monitoring literature: 1996–2001. Los Alamos National Laboratory, USA (2003) Google Scholar Pekcan, G.: …

https://link.springer.com/chapter/10.1007/978-3-031-07322-9_38

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Review Mobile and wearable sensors for data-driven …

(1 days ago) WebSection 4 highlights health monitoring system architecture which includes data collection, transmission, pre-processing, feature extraction, system modelling, and …

https://www.sciencedirect.com/science/article/abs/pii/S095741742200714X

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Bayesian data-driven framework for structural health …

(8 days ago) WebBayesian data-driven framework for structural health monitoring of composite structures under limited experimental data. Leonardo de Paula S. Ferreira …

https://journals.sagepub.com/doi/10.1177/14759217241236801

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(PDF) Data-Driven Structural Health Monitoring and

(8 days ago) WebData-driven methods in structural health monitoring (SHM) is gaining popularity due to recent technological advancements in sensors, as well as high-speed internet and cloud-based computation.

https://www.researchgate.net/publication/346615152_Data-Driven_Structural_Health_Monitoring_and_Damage_Detection_through_Deep_Learning_State-of-the-Art_Review

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From data to insight, enhancing structural health monitoring using

(9 days ago) WebOwing to recent advancements in sensor technology, data mining, Machine Learning (ML) and cloud computation, Structural Health Monitoring (SHM) based on a …

https://iopscience.iop.org/article/10.1088/2631-8695/acefae

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Unsupervised Learning Methods for Data-Driven Vibration-Based …

(Just Now) WebStructural damage detection using unsupervised learning methods has been a trending topic in the structural health monitoring (SHM) research community during …

https://www.mdpi.com/1424-8220/23/6/3290

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Damage Identification in Structural Health Monitoring: A Brief …

(9 days ago) WebAs a contribution to the researchers working with data-driven algorithms and applications, this work presents a brief review of data-driven algorithms for damage …

https://www.mdpi.com/1424-8220/20/3/733

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A Critical Review on Structural Health Monitoring - Springer

(Just Now) WebThe benefits of tracking, identifying, measuring features of interest from structure responses have endless applications for saving cost, time and improving …

https://link.springer.com/article/10.1007/s11831-021-09665-9

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Data-driven health estimation and lifetime prediction of lithium …

(7 days ago) WebData-driven health prediction methods including analytical models with data fitting, and machine learning methods are reviewed. A review on prognostics and …

https://www.sciencedirect.com/science/article/pii/S136403211930454X

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Unsupervised Learning Methods for Data-Driven Vibration-Based …

(1 days ago) WebIn this article, we review publications on data-driven structural health monitoring from the last decade that relies on unsupervised learning methods with a …

https://pubmed.ncbi.nlm.nih.gov/36992001/

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Review of piezoelectric impedance based structural health …

(3 days ago) WebThis article provides a comprehensive review of the exciting researches and sorts out these approaches into two categories: data-driven based and physics-based …

https://journals.sagepub.com/doi/full/10.1177/13694332211038444

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(PDF) Advancing Bridge Structural Health Monitoring: Insights into

(4 days ago) WebThis paper reviews the development of structural health monitoring technology in the civil engineering field and examines two current AI methods in bridge …

https://www.researchgate.net/publication/376230509_Advancing_Bridge_Structural_Health_Monitoring_Insights_into_Knowledge-Driven_and_Data-Driven_Approaches

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Building a data-driven health-care ecosystem - MIT Technology …

(7 days ago) WebThe application of AI to health-care data has promise to align the U.S. health-care system to quality care and positive health outcomes. But AI for health care …

https://www.technologyreview.com/2024/03/12/1087405/building-a-data-driven-health-care-ecosystem/

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[PDF] Data-Driven Structural Health Monitoring and Damage …

(5 days ago) WebThe procedure and application of vibration-based, vision-based monitoring, along with some of the recent technologies used for SHM, such as sensors, unmanned …

https://www.semanticscholar.org/paper/Data-Driven-Structural-Health-Monitoring-and-Damage-Azimi-Eslamlou/53ebde5a62fbb66c364246b1995baf291e626c25

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A human-centered, health data-driven ecosystem - Springer

(Just Now) WebNew forms of digital care are introducing new methods of communication, care delivery, data sharing, and access to health information. The internet of things, in …

https://link.springer.com/article/10.1007/s44250-022-00011-9

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Data-Driven Approaches for Distribution Transformer Health …

(9 days ago) WebData-Driven Approaches for Distribution Transformer Health Monitoring: A Review. September 2023. DOI: 10.1109/CCECE58730.2023.10288844. Conference: …

https://www.researchgate.net/publication/375024573_Data-Driven_Approaches_for_Distribution_Transformer_Health_Monitoring_A_Review

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The potential for artificial intelligence to transform healthcare

(Just Now) WebArtificial intelligence (AI) has the potential to transform care delivery by improving health outcomes, patient safety, and the affordability and accessibility of high …

https://www.nature.com/articles/s41746-024-01097-6

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Integrating a Community-Based Health Information System with a …

(8 days ago) WebIn the absence of a national integrated health information system that collects comprehensive morbidity and mortality parameters, we are unable to make data-driven …

https://bmchealthservres.biomedcentral.com/articles/10.1186/s12913-024-11012-0

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A data-driven methodology for bridge indirect health monitoring …

(7 days ago) WebFive different states of the bridge, i.e., HN, and DMN1:DMN4 are created, where HN refers to the intact bridge, and DMN1:DMN4 refer to a damaged bridge (H …

https://www.sciencedirect.com/science/article/pii/S0888327024000074

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Don't just track your steps. Here are 4 health metrics to monitor …

(9 days ago) WebHere are 4 health metrics to monitor on your smartwatch, according to doctors. By Sara Moniuszko. Edited By Tracking your health data through wearable …

https://www.cbsnews.com/news/smart-watch-health-data-doctors-steps-sleep-heart/

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[2404.16844] Sugarcane Health Monitoring With Satellite …

(2 days ago) WebResearch into large-scale crop monitoring has flourished due to increased accessibility to satellite imagery. This review delves into previously unexplored and …

https://arxiv.org/abs/2404.16844

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