Cargando…

Heartbeat Detection by Laser Doppler Vibrometry and Machine Learning

Background: Heartbeat detection is a crucial step in several clinical fields. Laser Doppler Vibrometer (LDV) is a promising non-contact measurement for heartbeat detection. The aim of this work is to assess whether machine learning can be used for detecting heartbeat from the carotid LDV signal. Met...

Descripción completa

Detalles Bibliográficos
Autores principales:	Antognoli, Luca, Moccia, Sara, Migliorelli, Lucia, Casaccia, Sara, Scalise, Lorenzo, Frontoni, Emanuele
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2020
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7571227/ https://www.ncbi.nlm.nih.gov/pubmed/32962134 http://dx.doi.org/10.3390/s20185362

Ejemplares similares

Development of a measurement setup to detect the level of physical activity and social distancing of ageing people in a social garden during COVID-19 pandemic
por: Casaccia, Sara, et al.
Publicado: (2021)

Laser doppler vibrometry for non-contact diagnostics
por: Kroschel, Kristian
Publicado: (2020)

Detecting Defects in Composite Polymers by Using 3D Scanning Laser Doppler Vibrometry
por: Derusova, Daria A., et al.
Publicado: (2022)

Laser Doppler Vibrometry measurements of human cadaveric tympanic membrane vibration
por: Beyea, Jason A, et al.
Publicado: (2013)

Methodology for Intraoperative Laser Doppler Vibrometry Measurements of Ossicular Chain Reconstruction
por: Sokołowski, Jacek, et al.
Publicado: (2016)

A Normalized Model of a Microelectromechanical Relay Calibrated by Laser-Doppler Vibrometry
por: Marvin, Jessica, et al.
Publicado: (2022)

The babyPose dataset
por: Migliorelli, Lucia, et al.
Publicado: (2020)

Detecting carotid stenosis from skin vibrations using Laser Doppler Vibrometry – An in vitro proof-of-concept
por: Mancini, Viviana, et al.
Publicado: (2019)

Evaluation of Vibrant(®) Soundbridge™ positioning and results with laser doppler vibrometry and the finite element model
por: Mocanu, Horia, et al.
Publicado: (2021)

All-optical dynamic analysis of the photothermal and photoacoustic response of a microcantilever by laser Doppler vibrometry
por: Liu, Yang, et al.
Publicado: (2021)

Non-Contact Vibro-Acoustic Object Recognition Using Laser Doppler Vibrometry and Convolutional Neural Networks
por: Darwish, Abdel, et al.
Publicado: (2022)

The Influence of the Grid Density of Measurement Points on Damage Detection in an Isotropic Plate by the Use of Elastic Waves and Laser Scanning Doppler Vibrometry
por: Doliński, Łukasz, et al.
Publicado: (2021)

A New, Promising Experimental Ossicular Prosthesis: A Human Temporal Bone Study With Laser Doppler Vibrometry
por: Rönnblom, Anton, et al.
Publicado: (2020)

Simulations and Measurements of Human Middle Ear Vibrations Using Multi-Body Systems and Laser-Doppler Vibrometry with the Floating Mass Transducer
por: Böhnke, Frank, et al.
Publicado: (2013)

Single-Point and Surface Quality Assessment Algorithm in Continuous Production with the Use of 3D Laser Doppler Scanning Vibrometry System
por: Scislo, Lukasz
Publicado: (2023)

Handheld laser-fiber vibrometry probe for assessing auditory ossicles displacement
por: Masalski, Marcin, et al.
Publicado: (2021)

Machine learning using the extreme gradient boosting (XGBoost) algorithm predicts 5-day delta of SOFA score at ICU admission in COVID-19 patients
por: Montomoli, Jonathan, et al.
Publicado: (2021)

ISQ calculation evaluation of in vitro laser scanning vibrometry-captured resonance frequency
por: Debruyne, Stijn, et al.
Publicado: (2017)

Handheld laser-fiber vibrometry probe for assessing auditory ossicles displacement (Erratum)
por: Masalski, Marcin, et al.
Publicado: (2021)

ECG-based machine-learning algorithms for heartbeat classification
por: Aziz, Saira, et al.
Publicado: (2021)

Circular test structure for the determination of piezoelectric constants of Sc(x)Al(1−x)N thin films applying Laser Doppler Vibrometry and FEM simulations()
por: Mayrhofer, P.M., et al.
Publicado: (2015)

Application of Laser Vibrometry to Assess Defects in Ship Hull’s Welded Joints’ Technical Condition
por: Szeleziński, Adam, et al.
Publicado: (2021)

Mask-R[Formula: see text] CNN: a distance-field regression version of Mask-RCNN for fetal-head delineation in ultrasound images
por: Moccia, Sara, et al.
Publicado: (2021)

Speckle Vibrometry for Instantaneous Heart Rate Monitoring
por: Que, Shuhao, et al.
Publicado: (2023)

Wearable Electrocardiography for Physical Activity Monitoring: Definition of Validation Protocol and Automatic Classification
por: Cosoli, Gloria, et al.
Publicado: (2023)

A Smart Sensing Architecture for Domestic Monitoring: Methodological Approach and Experimental Validation
por: Monteriù, Andrea, et al.
Publicado: (2018)

Classification of Arrhythmia in Heartbeat Detection Using Deep Learning
por: Ullah, Wusat, et al.
Publicado: (2021)

Uncovering the potential of innovation ecosystems in the healthcare sector after the COVID-19 crisis
por: Lepore, Dominique, et al.
Publicado: (2023)

On the Application of Laser Vibrometry to Perform Structural Health Monitoring in Non-Stationary Conditions of a Hydropower Dam
por: Klun, Mateja, et al.
Publicado: (2019)

Machine Algorithm for Heartbeat Monitoring and Arrhythmia Detection Based on ECG Systems
por: Taloba, Ahmed I., et al.
Publicado: (2021)

Fetal Arrhythmia Detection Based on Labeling Considering Heartbeat Interval
por: Nakatani, Sara, et al.
Publicado: (2022)

High Accuracy Heartbeat Detection from CW-Doppler Radar Using Singular Value Decomposition and Matched Filter
por: Iwata, Yuki, et al.
Publicado: (2021)

Accuracy and Precision of Wearable Devices for Real-Time Monitoring of Swimming Athletes
por: Cosoli, Gloria, et al.
Publicado: (2022)

A deep learning approach to median nerve evaluation in ultrasound images of carpal tunnel inlet
por: Di Cosmo, Mariachiara, et al.
Publicado: (2022)

Detection and Analysis of Heartbeats in Seismocardiogram Signals
por: Mora, Niccolò, et al.
Publicado: (2020)

Non-Contact Measurement of Human Respiration and Heartbeat Using W-band Doppler Radar Sensor
por: Kim, Heesoo, et al.
Publicado: (2020)

Experimental Assessment of Sleep-Related Parameters by Passive Infrared Sensors: Measurement Setup, Feature Extraction, and Uncertainty Analysis
por: Casaccia, Sara, et al.
Publicado: (2019)

Validation of a Novel Stereo Vibrometry Technique for Spiderweb Signal Analysis
por: Justus, Nathan, et al.
Publicado: (2022)

ECG Heartbeat Classification Using Machine Learning and Metaheuristic Optimization for Smart Healthcare Systems
por: Hassaballah, Mahmoud, et al.
Publicado: (2023)

Enhanced electrocardiogram machine learning-based classification with emphasis on fusion and unknown heartbeat classes
por: Al-mousa, Amjed, et al.
Publicado: (2023)

Cannot write session to /tmp/vufind_sessions/sess_gpc4tgnj6b23lq1cbgd394oglr