Cargando…

Improving Machine Learning Classification Accuracy for Breathing Abnormalities by Enhancing Dataset

The recent severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), also known as coronavirus disease (COVID)-19, has appeared as a global pandemic with a high mortality rate. The main complication of COVID-19 is rapid respirational deterioration, which may cause life-threatening pneumonia cond...

Descripción completa

Detalles Bibliográficos
Autores principales:	Rehman, Mubashir, Shah, Raza Ali, Khan, Muhammad Bilal, Shah, Syed Aziz, AbuAli, Najah Abed, Yang, Xiaodong, Alomainy, Akram, Imran, Muhmmad Ali, Abbasi, Qammer H.
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2021
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8538545/ https://www.ncbi.nlm.nih.gov/pubmed/34695963 http://dx.doi.org/10.3390/s21206750

Ejemplares similares

RF Sensing Based Breathing Patterns Detection Leveraging USRP Devices
por: Rehman, Mubashir, et al.
Publicado: (2021)

Enhancing System Performance through Objective Feature Scoring of Multiple Persons’ Breathing Using Non-Contact RF Approach
por: Rehman, Mubashir, et al.
Publicado: (2023)

Non-Contact Smart Sensing of Physical Activities during Quarantine Period Using SDR Technology
por: Khan, Muhammad Bilal, et al.
Publicado: (2022)

A computational stochastic procedure for solving the epidemic breathing transmission system
por: AbuAli, Najah, et al.
Publicado: (2023)

Antennas and propagation for 5G and beyond
por: Abbasi, Qammer H, et al.
Publicado: (2020)

Editorial: Quantitative analysis of cranial ultrasound for brain injury in premature infants
por: Yang, Xiaodong, et al.
Publicado: (2023)

A multiband circular polarization selective metasurface for microwave applications
por: Shah, Syed Muhammad Qasim Ali, et al.
Publicado: (2021)

Advances in body-centric wireless communication: applications and state-of-the-art
por: Abbasi, Qammer H, et al.
Publicado: (2016)

Editorial for the Special Issue on Security and Sensing Devices for Healthcare Technologies
por: Shah, Syed Aziz, et al.
Publicado: (2021)

A multifunctional ultrathin flexible bianisotropic metasurface with miniaturized cell size
por: Tamoor, Tania, et al.
Publicado: (2021)

Author Correction: A multifunctional ultrathin flexible bianisotropic metasurface with miniaturized cell size
por: Tamoor, Tania, et al.
Publicado: (2021)

Machine learning driven non-invasive approach of water content estimation in living plant leaves using terahertz waves
por: Zahid, Adnan, et al.
Publicado: (2019)

Making assembly line in supply chain robust and secure using UHF RFID
por: Sharif, Abubakar, et al.
Publicado: (2021)

Machine learning empowered COVID-19 patient monitoring using non-contact sensing: An extensive review
por: Saeed, Umer, et al.
Publicado: (2022)

Fusion-Based Body-Worn IoT Sensor Platform for Gesture Recognition of Autism Spectrum Disorder Children
por: Ullah, Farman, et al.
Publicado: (2023)

Design and development of a multi-functional bi-anisotropic metasurface with ultra-wide out of band transmission
por: Ahmed, Fahad, et al.
Publicado: (2021)

An Intelligent Non-Invasive Real-Time Human Activity Recognition System for Next-Generation Healthcare
por: Taylor, William, et al.
Publicado: (2020)

Securing the Insecure: A First-Line-of-Defense for Body-Centric Nanoscale Communication Systems Operating in THz Band
por: Aman, Waqas, et al.
Publicado: (2021)

Leveraging the Role of Dynamic Reconfigurable Antennas in Viewpoint of Industry 4.0 and Beyond
por: Jabbar, Abdul, et al.
Publicado: (2023)

Synthesis, enzyme inhibitory kinetics mechanism and computational study of N-(4-methoxyphenethyl)-N-(substituted)-4-methylbenzenesulfonamides as novel therapeutic agents for Alzheimer’s disease
por: Abbasi, Muhammad Athar, et al.
Publicado: (2018)

A Review of the State of the Art in Non-Contact Sensing for COVID-19
por: Taylor, William, et al.
Publicado: (2020)

Configuring reconfigurable intelligent surfaces using a practical codebook approach
por: Hassouna, Saber, et al.
Publicado: (2023)

Synthesis, Kinetics, Binding Conformations and Structure-activity Relationship of Potent Tyrosinase Inhibitors: Aralkylated 2-aminothiazole-ethyltriazole Hybrids
por: Sadiq Butt, Abdul Rehman, et al.
Publicado: (2021)

Posture-Specific Breathing Detection
por: Guan, Hualin, et al.
Publicado: (2018)

Synthesis and Molecular Docking Studies of Novel Biheterocyclic Propanamides as Antidiabetic Agents Having Mild Cytotoxicity
por: Abbasi, Muhammad Athar, et al.
Publicado: (2023)

AI-driven lightweight real-time SDR sensing system for anomalous respiration identification using ensemble learning
por: Saeed, Umer, et al.
Publicado: (2022)

Novel indole based hybrid oxadiazole scaffolds with N-(substituted-phenyl)butanamides: synthesis, lineweaver–burk plot evaluation and binding analysis of potent urease inhibitors
por: Nazir, Majid, et al.
Publicado: (2018)

Radar Sensing for Activity Classification in Elderly People Exploiting Micro-Doppler Signatures Using Machine Learning
por: Taylor, William, et al.
Publicado: (2021)

Synthesis and exploration of a novel chlorobenzylated 2-aminothiazole-phenyltriazole hybrid as migratory inhibitor of B16F10 in melanoma cells
por: Athar Abbasi, Muhammad, et al.
Publicado: (2019)

Improving Localization Accuracy: Successive Measurements Error Modeling
por: Abu Ali, Najah, et al.
Publicado: (2015)

A Covariance Matrix Reconstruction Approach for Single Snapshot Direction of Arrival Estimation
por: Muhammad, Murdifi, et al.
Publicado: (2022)

Spirometric abnormalities in patients with sleep-related breathing disorders
por: Mehfooz, Nazia, et al.
Publicado: (2021)

Suitability of NB-IoT for Indoor Industrial Environment: A Survey and Insights
por: Dangana, Muhammad, et al.
Publicado: (2021)

A Systematic Review of Non-Contact Sensing for Developing a Platform to Contain COVID-19
por: Khan, Muhammad Bilal, et al.
Publicado: (2020)

Acoustic Lung Imaging Utilized in Continual Assessment of Patients with Obstructed Airway: A Systematic Review
por: Lee, Chang-Sheng, et al.
Publicado: (2023)

Intelligent wireless walls for contactless in-home monitoring
por: Usman, Muhammad, et al.
Publicado: (2022)

Respiratory Motion Correction for Compressively Sampled Free Breathing Cardiac MRI Using Smooth l(1)-Norm Approximation
por: Bilal, Muhammad, et al.
Publicado: (2018)

Microwave Imaging of Breast Skin Utilizing Elliptical UWB Antenna and Reverse Problems Algorithm
por: Alani, Sameer, et al.
Publicado: (2021)

Evaluation of deep learning models in contactless human motion detection system for next generation healthcare
por: Song, Yukai, et al.
Publicado: (2022)

Novel Bi-heterocycles as Potent Inhibitors of Urease and Less Cytotoxic Agents: 3-({5-((2-Amino-1,3-thiazol-4-yl)methyl)-1,3,4-oxadiazol-2-yl}sulfanyl)-N-(un/substituted-phenyl)propanamides
por: Abbasi, Muhammad Athar, et al.
Publicado: (2020)

Cannot write session to /tmp/vufind_sessions/sess_seevt7oafs11bvql734nlkc3su