Cargando…

Machine Learning Sensors for Diagnosis of COVID-19 Disease Using Routine Blood Values for Internet of Things Application

Healthcare digitalization requires effective applications of human sensors, when various parameters of the human body are instantly monitored in everyday life due to the Internet of Things (IoT). In particular, machine learning (ML) sensors for the prompt diagnosis of COVID-19 are an important optio...

Descripción completa

Detalles Bibliográficos
Autores principales:	Velichko, Andrei, Huyut, Mehmet Tahir, Belyaev, Maksim, Izotov, Yuriy, Korzun, Dmitry
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2022
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9610709/ https://www.ncbi.nlm.nih.gov/pubmed/36298235 http://dx.doi.org/10.3390/s22207886

Ejemplares similares

Diagnosis and Prognosis of COVID-19 Disease Using Routine Blood Values and LogNNet Neural Network
por: Huyut, Mehmet Tahir, et al.
Publicado: (2022)

Entropy-Based Machine Learning Model for Fast Diagnosis and Monitoring of Parkinson’s Disease
por: Belyaev, Maksim, et al.
Publicado: (2023)

LogNNet model as a fast, simple and economical AI instrument in the diagnosis and prognosis of COVID-19
por: Huyut, Mehmet Tahir, et al.
Publicado: (2023)

The effectiveness of blood routine parameters and some biomarkers as a potential diagnostic tool in the diagnosis and prognosis of Covid-19 disease
por: Huyut, Mehmet Tahir, et al.
Publicado: (2021)

A Bio-Inspired Chaos Sensor Model Based on the Perceptron Neural Network: Machine Learning Concept and Application for Computational Neuro-Science
por: Velichko, Andrei, et al.
Publicado: (2023)

What is the impact and efficacy of routine immunological, biochemical and hematological biomarkers as predictors of COVID-19 mortality?
por: Tahir Huyut, Mehmet, et al.
Publicado: (2022)

Artificial Neural Networks for IoT-Enabled Smart Applications: Recent Trends
por: Velichko, Andrei, et al.
Publicado: (2023)

Prediction of diagnosis and prognosis of COVID-19 disease by blood gas parameters using decision trees machine learning model: a retrospective observational study
por: Huyut, Mehmet Tahir, et al.
Publicado: (2021)

Forecasting of Oxidant/Antioxidant levels of COVID-19 patients by using Expert models with biomarkers used in the Diagnosis/Prognosis of COVID-19
por: HUYUT, Mehmet Tahir, et al.
Publicado: (2021)

Corrigendum to “Forecasting of Oxidant/Antioxidant levels of COVID-19 patients by using Expert models with biomarkers used in the Diagnosis/Prognosis of COVID-19” [Int. Immunopharmacol. 100 (2021) 108127]
por: Huyut, Mehmet Tahir, et al.
Publicado: (2022)

Application of Internet of Things and Sensors in Healthcare
por: Al-kahtani, Mohammad S., et al.
Publicado: (2022)

Thermoelectric-Powered Sensors for Internet of Things
por: Xie, Huadeng, et al.
Publicado: (2022)

Current Status and Prospects of Research on Sensor Fault Diagnosis of Agricultural Internet of Things
por: Zou, Xiuguo, et al.
Publicado: (2023)

Effect of ferritin, INR, and D-dimer immunological parameters levels as predictors of COVID-19 mortality: A strong prediction with the decision trees
por: Huyut, Mehmet Tahir, et al.
Publicado: (2023)

Internet of Things, for things, and by things
por: Chaudhuri, Abhik
Publicado: (2018)

On the security of consumer wearable devices in the Internet of Things
por: Tahir, Hasan, et al.
Publicado: (2018)

Passive Sensors for Long Duration Internet of Things Networks
por: Pereira, Felisberto, et al.
Publicado: (2017)

Security, Privacy, and Trustworthiness of Sensor Networks and Internet of Things
por: Katsikas, Sokratis, et al.
Publicado: (2020)

Chipless RFID Sensors for the Internet of Things: Challenges and Opportunities
por: Mulloni, Viviana, et al.
Publicado: (2020)

Internet of things (IoT): systems and applications
por: Khan, Jamil Y, et al.
Publicado: (2019)

Bifurcation and Entropy Analysis of a Chaotic Spike Oscillator Circuit Based on the S-Switch
por: Boriskov, Petr, et al.
Publicado: (2022)

Characteristics of resveratrol and serotonin on antioxidant capacity and susceptibility to oxidation of red blood cells in stored human blood in a time-dependent manner
por: Huyut, Zübeyir, et al.
Publicado: (2017)

Internet of Things
por: Gacovski, Zoran
Publicado: (2019)

The Internet of Things
por: Greengard, Samuel
Publicado: (2015)

Internet of Things
por: Ramgir, Mayur
Publicado: (2019)

Internet computing and Internet of Things
por: Arabnia, Hamid R, et al.
Publicado: (2017)

Getting Started with the Internet of Things: Connecting Sensors and Microcontrollers to the Cloud
por: Pfister, Cuno
Publicado: (2011)

Virtualization of Event Sources in Wireless Sensor Networks for the Internet of Things
por: Martínez, Néstor Lucas, et al.
Publicado: (2014)

An Open Platform for Seamless Sensor Support in Healthcare for the Internet of Things
por: Miranda, Jorge, et al.
Publicado: (2016)

Cognitive Radio Networks for Internet of Things and Wireless Sensor Networks
por: Yu, Heejung, et al.
Publicado: (2020)

Special Issue on Intelligent Systems in Sensor Networks and Internet of Things
por: Choi, Chang, et al.
Publicado: (2020)

Toward Smart Traceability for Digital Sensors and the Industrial Internet of Things
por: Eichstädt, Sascha, et al.
Publicado: (2021)

A Review of RFID Sensors, the New Frontier of Internet of Things
por: Costa, Filippo, et al.
Publicado: (2021)

FlexiS—A Flexible Sensor Node Platform for the Internet of Things
por: Pham, Duc Minh, et al.
Publicado: (2021)

INFERRING ADL BEHAVIORS FROM HIGH DENSITY, AMBIENT, INTERNET OF THINGS SENSOR DATA USING MACHINE LEARNING
por: Keohane, Susann M, et al.
Publicado: (2019)

Internet-of-Things-Based Multiple-Sensor Monitoring System for Soil Information Diagnosis Using a Smartphone
por: Wu, Yin, et al.
Publicado: (2023)

Sensor Projects with Raspberry Pi: Internet of Things and Digital Image Processing
por: Guillen, Guillermo
Publicado: (2019)

Wearable Sensors Integrated with Internet of Things for Advancing eHealth Care
por: Bayo-Monton, Jose-Luis, et al.
Publicado: (2018)

Internet of things based multi-sensor patient fall detection system
por: Khan, Sarah, et al.
Publicado: (2019)

Drones as internet of video things front-end sensors: challenges and opportunities
por: Chen, Chang Wen
Publicado: (2021)

Cannot write session to /tmp/vufind_sessions/sess_p7v6t1ss8kp5lg9dnb80nsb9bk