On the public citation graph

Evaluation of Unobtrusive Microwave Sensors in Healthcare 4.0—Toward the Creation of Digital-Twin Model

https://doi.org/10.3390/s22218519
0 signed · 83 inferred · view as graph

Inferred edges come from two machine sources: sweeps of open repository metadata (mostly SSRN and Zenodo), and a bulk OpenAlex citation snapshot. Every row below is labelled with the one it came from. Neither is a complete citation index — absence here is not evidence of absence.

Is this your work? Sign in with ORCID and put your name on the claims that are yours.
Claim with ORCID
Reference health. See whether every reference in this work resolves to a known work and none has been retracted — and get a dated CiteStamped badge you can embed.
See reference health

What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1007/978-3-030-18732-3_6openalex-snapshot
Health Care in the Cyberspace: Medical Cyber-Physical System and Digital Twin Challenges
inferredcites →https://doi.org/10.1007/978-3-030-27844-1_7openalex-snapshot
Health 4.0: Digital Twins for Health and Well-Being
inferredcites →https://doi.org/10.1007/978-3-030-35746-7_8openalex-snapshot
Digital Twins for Precision Healthcare
inferredcites →https://doi.org/10.1007/978-3-319-19027-3_2openalex-snapshot
Industry 4.0 - Potentials for Creating Smart Products: Empirical Research Results
inferredcites →https://doi.org/10.1007/s00170-017-0233-1openalex-snapshot
Digital twin-driven product design, manufacturing and service with big data
inferredcites →https://doi.org/10.1007/s00287-015-0891-zopenalex-snapshot
Smart Factory Systems
inferredcites →https://doi.org/10.1007/s00779-010-0350-4openalex-snapshot
The smart car seat: personalized monitoring of vital signs in automotive applications
inferredcites →https://doi.org/10.1007/s10845-010-0476-2openalex-snapshot
A case of implementing RFID-based real-time shop-floor material management for household electrical appliance manufacturers
inferredcites →https://doi.org/10.1007/s10845-013-0761-yopenalex-snapshot
An approach to monitoring quality in manufacturing using supervised machine learning on product state data
inferredcites →https://doi.org/10.1007/s10916-018-0921-xopenalex-snapshot
Medical cyber-physical systems: A survey
inferredcites →https://doi.org/10.1007/s12599-014-0334-4openalex-snapshot
Industry 4.0
inferredcites →https://doi.org/10.1016/b978-0-12-822060-3.00018-8openalex-snapshot
Preface: artificial intelligence and big data analytics for smart healthcare: a digital transformation of healthcare primer
inferredcites →https://doi.org/10.1016/j.bbe.2021.07.002openalex-snapshot
Non-contact breathing monitoring by integrating RGB and thermal imaging via RGB-thermal image registration
inferredcites →https://doi.org/10.1016/j.bushor.2015.03.008openalex-snapshot
The Internet of Things (IoT): Applications, investments, and challenges for enterprises
inferredcites →https://doi.org/10.1016/j.cmpb.2020.105903openalex-snapshot
The Role of the Internet of Things in Healthcare: Future Trends and Challenges
inferredcites →https://doi.org/10.1016/j.eng.2019.01.014openalex-snapshot
Digital Twins and Cyber–Physical Systems toward Smart Manufacturing and Industry 4.0: Correlation and Comparison
inferredcites →https://doi.org/10.1016/j.eswa.2022.116912openalex-snapshot
Big Data for Healthcare Industry 4.0: Applications, challenges and future perspectives
inferredcites →https://doi.org/10.1016/j.ifacol.2016.12.168openalex-snapshot
Future Modeling and Simulation of CPS-based Factories: an Example from the Automotive Industry
inferredcites →https://doi.org/10.1016/j.ijpe.2017.06.006openalex-snapshot
A multidisciplinary perspective of big data in management research
inferredcites →https://doi.org/10.1016/j.infrared.2019.103117openalex-snapshot
Non-contact monitoring of human respiration using infrared thermography and machine learning
inferredcites →https://doi.org/10.1016/j.iotcps.2022.04.001openalex-snapshot
Medical 4.0 technologies for healthcare: Features, capabilities, and applications
inferredcites →https://doi.org/10.1016/j.jaerosci.2016.12.001openalex-snapshot
Numerical investigation of the interaction, transport and deposition of multicomponent droplets in a simple mouth-throat model
inferredcites →https://doi.org/10.1016/j.jaerosci.2018.05.010openalex-snapshot
An in silico inter-subject variability study of extra-thoracic morphology effects on inhaled particle transport and deposition
inferredcites →https://doi.org/10.1016/j.jjimei.2022.100079openalex-snapshot
Industry 4.0 in Healthcare: A systematic review
inferredcites →https://doi.org/10.1016/j.powtec.2017.09.050openalex-snapshot
Numerical investigation of particle deposition in a triple bifurcation airway due to gravitational sedimentation and inertial impaction
inferredcites →https://doi.org/10.1016/j.procir.2014.02.001openalex-snapshot
Service Innovation and Smart Analytics for Industry 4.0 and Big Data Environment
inferredcites →https://doi.org/10.1016/j.procir.2016.08.005openalex-snapshot
A Categorical Framework of Manufacturing for Industry 4.0 and Beyond
inferredcites →https://doi.org/10.1016/j.procir.2016.10.039openalex-snapshot
Using Autonomous Intelligence to Build a Smart Shop Floor
inferredcites →https://doi.org/10.1016/j.promfg.2017.07.198openalex-snapshot
A Review of the Roles of Digital Twin in CPS-based Production Systems
inferredcites →https://doi.org/10.1016/j.rcim.2011.07.002openalex-snapshot
From cloud computing to cloud manufacturing
inferredcites →https://doi.org/10.1016/j.ymssp.2019.106382openalex-snapshot
Blockchain for 5G-enabled IoT for industrial automation: A systematic review, solutions, and challenges
inferredcites →https://doi.org/10.1016/s0166-3615(98)00116-xopenalex-snapshot
Simulation in production system life cycle
inferredcites →https://doi.org/10.1038/s41591-020-0952-yopenalex-snapshot
Disease and healthcare burden of COVID-19 in the United States
inferredcites →https://doi.org/10.1080/03772063.2019.1654934openalex-snapshot
Enhancing the Performance of Healthcare Service in IoT and Cloud Using Optimized Techniques
inferredcites →https://doi.org/10.1093/eurheartj/ehaa159openalex-snapshot
The ‘Digital Twin’ to enable the vision of precision cardiology
inferredcites →https://doi.org/10.1108/bpmj-05-2015-0078openalex-snapshot
Business process support for IoT based product-service systems (PSS)
inferredcites →https://doi.org/10.1109/access.2017.2756069openalex-snapshot
Digital Twin Shop-Floor: A New Shop-Floor Paradigm Towards Smart Manufacturing
inferredcites →https://doi.org/10.1109/access.2019.2897018openalex-snapshot
Prototyping a Digital Twin for Real Time Remote Control Over Mobile Networks: Application of Remote Surgery
inferredcites →https://doi.org/10.1109/access.2019.2909828openalex-snapshot
A Novel Cloud-Based Framework for the Elderly Healthcare Services Using Digital Twin
inferredcites →https://doi.org/10.1109/access.2022.3156062openalex-snapshot
Digital Twin Perspective of Fourth Industrial and Healthcare Revolution
inferredcites →https://doi.org/10.1109/issmdbs.2006.360107openalex-snapshot
Contactless and Cuffless Monitoring of Blood Pressure on a Chair Using E-Textile Materials
inferredcites →https://doi.org/10.1109/jerm.2021.3096172openalex-snapshot
Classification of Alzheimer's Disease Using RF Signals and Machine Learning
inferredcites →https://doi.org/10.1109/jiot.2021.3051158openalex-snapshot
Digital Twin for Intelligent Context-Aware IoT Healthcare Systems
inferredcites →https://doi.org/10.1109/jproc.2011.2165270openalex-snapshot
Challenges and Research Directions in Medical Cyber–Physical Systems
inferredcites →https://doi.org/10.1109/lawp.2009.2030697openalex-snapshot
Small Square Monopole Antenna for UWB Applications With Variable Frequency Band-Notch Function
inferredcites →https://doi.org/10.1109/memea.2019.8802162openalex-snapshot
Cardio Twin: A Digital Twin of the human heart running on the edge
inferredcites →https://doi.org/10.1109/mwc.2016.7721738openalex-snapshot
Revisiting unknown RFID tag identification in large-scale internet of things
inferredcites →https://doi.org/10.1109/pimrc.2018.8580966openalex-snapshot
Wideband Textile Antenna for Monitoring Neurodegenerative Diseases
inferredcites →https://doi.org/10.1109/radioelek.2019.8733477openalex-snapshot
Microwave Imaging Algorithm for Detecting Brain Disorders
inferredcites →https://doi.org/10.1109/tbme.2012.2186809openalex-snapshot
Noninvasive Measurement of Physiological Signals on a Modified Home Bathroom Scale
inferredcites →https://doi.org/10.1109/tii.2018.2873186openalex-snapshot
Digital Twin in Industry: State-of-the-Art
inferredcites →https://doi.org/10.1109/titb.2011.2175742openalex-snapshot
A Smart Health Monitoring Chair for Nonintrusive Measurement of Biological Signals
inferredcites →https://doi.org/10.1111/acel.12861openalex-snapshot
Trends in age‐related disease burden and healthcare utilization
inferredcites →https://doi.org/10.1115/msec2013-1106openalex-snapshot
Cloud Manufacturing: Drivers, Current Status, and Future Trends
inferredcites →https://doi.org/10.1377/hlthaff.2013.0714openalex-snapshot
An Aging Population And Growing Disease Burden Will Require ALarge And Specialized Health Care Workforce By 2025
inferredcites →https://doi.org/10.24840/2183-0606_003.004_0003openalex-snapshot
The Industry 4.0 revolution and the future of Manufacturing Execution Systems (MES)
inferredcites →https://doi.org/10.3390/bioengineering4040090openalex-snapshot
An In Silico Subject-Variability Study of Upper Airway Morphological Influence on the Airflow Regime in a Tracheobronchial Tree
inferredcites →https://doi.org/10.4236/ojapr.2018.61001openalex-snapshot
Design of a Multiband Patch Antenna for 5G Communication Systems

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.2139/ssrn.5376923openalex-extracted
A Review of Digital Twin-driven Healthcare: Zero-Error Paradigm and Enhanced Service Quality
inferred← citeshttps://doi.org/10.1007/978-3-031-43135-7_16openalex-snapshot
A Novel Durable Fat Tissue Phantom for Microwave Based Medical Monitoring Applications
inferred← citeshttps://doi.org/10.1007/978-3-032-19167-0_27openalex-snapshot
From Industry 4.0 to 5.0: Integrating Toyota and Hyundai Production Systems for Innovation in Healthcare
inferred← citeshttps://doi.org/10.1007/978-981-97-8043-3_118openalex-snapshot
Improving Accuracy of Diagnosis with AI/ML Algorithms in Smart Health Care
inferred← citeshttps://doi.org/10.1007/s44446-025-00055-xopenalex-snapshot
AI-powered in silico twins: redefining precision medicine through simulation, personalization, and predictive healthcare
inferred← citeshttps://doi.org/10.1016/j.artmed.2026.103474openalex-snapshot
Mapping the landscape of AI-driven digital twins in medical diagnosis: A scoping review on core technologies, applications, and implementation barriers
inferred← citeshttps://doi.org/10.1016/j.compbiomed.2023.107825openalex-snapshot
Novel statistical time series data augmentation and machine learning based classification of unobtrusive respiration data for respiration Digital Twin model
inferred← citeshttps://doi.org/10.1016/j.infoh.2023.10.001openalex-snapshot
Exploring the advent of Medical 4.0: A bibliometric analysis systematic review and technology adoption insights
inferred← citeshttps://doi.org/10.1038/s41598-026-43984-wopenalex-snapshot
Next-generation digital twin model with unobtrusive RF multi-sensing for AI-based human monitoring
inferred← citeshttps://doi.org/10.1109/access.2023.3316508openalex-snapshot
A Novel Digital Twin (DT) Model Based on WiFi CSI, Signal Processing and Machine Learning for Patient Respiration Monitoring and Decision-Support
inferred← citeshttps://doi.org/10.1109/access.2023.3349379openalex-snapshot
A Systematic Literature Review of Digital Twin Research for Healthcare Systems: Research Trends, Gaps, and Realization Challenges
inferred← citeshttps://doi.org/10.1109/access.2025.3528736openalex-snapshot
Digital Twin’s Anatomy: A Cross-Sector Framework With Healthcare Validation
inferred← citeshttps://doi.org/10.1109/access.2025.3547991openalex-snapshot
Digital Twins for Cyber-Physical Healthcare Systems: Architecture, Requirements, Systematic Analysis, and Future Prospects
inferred← citeshttps://doi.org/10.1109/access.2025.3559502openalex-snapshot
How Can Digital Twins Support the Economic, Environmental, and Social Sustainability of Healthcare Systems: A Systematic Review Focused on the Triple Bottom Line
inferred← citeshttps://doi.org/10.1109/access.2025.3575054openalex-snapshot
State of the Art and Future Directions of Healthcare 4.0: A Systematic Literature Review
inferred← citeshttps://doi.org/10.1155/ijta/2299762openalex-snapshot
Application of Digital Twin Technology to Enhance Chronic Diseases Management: A Systematic Review
inferred← citeshttps://doi.org/10.1177/20552076231203672openalex-snapshot
Detecting latent topics and trends of digital twins in healthcare: A structural topic model-based systematic review
inferred← citeshttps://doi.org/10.15406/bbij.2024.13.00424openalex-snapshot
Hospital in the Portuguese national health service
inferred← citeshttps://doi.org/10.21203/rs.3.rs-6199500/v1openalex-snapshot
Fabrication and Characterization of a Microwave Sensor for Potassium Hydroxide Analysis and prediction Using Gaussian Process Regression
inferred← citeshttps://doi.org/10.2196/51153openalex-snapshot
Ethical and Quality of Care-Related Challenges of Digital Health Twins in Older Care Settings: Protocol for a Scoping Review
inferred← citeshttps://doi.org/10.2196/73925openalex-snapshot
Ethical and Quality of Care–Related Challenges of Digital Health Twins in Care Settings for Older Adults: Scoping Review
inferred← citeshttps://doi.org/10.3389/fdgth.2025.1611225openalex-snapshot
Evaluating CFIR 2.0 in identifying digital twin implementation challenges in healthcare: bridging the dichotomy between engineering and healthcare communities
inferred← citeshttps://doi.org/10.3390/computation14070143openalex-snapshot
Human Digital Twins in Personalized Medicine: A Systematic Review and Bibliometric–Thematic Synthesis of Methodological Advances and Clinical Applications
inferred← citeshttps://doi.org/10.3390/machines13090755openalex-snapshot
Electronic Artificial Intelligence and Digital Twins in Industry 5.0: A Systematic Review and Perspectives
inferred← citeshttps://doi.org/10.62487/saimsara7e35ff6eopenalex-snapshot
Digital Twins in Healthcare, Industry, and Infrastructure: Scoping Review with ☸SAIMSARA
Editorial review for independent work. ICSAC — the Institute for Complexity Science and Advanced Computing — runs a structured editorial panel for researchers publishing outside journals, and publishes on CiteStamp rails. Submission is free and goes through ORCID: icsacinstitute.org/submit.