Hybrid Deep Learning Models for Classification of Normal and Abnormal Breathing Patterns Using Ultra-Wideband Radar

QR Code

Hybrid Deep Learning Models for Classification of Normal and Abnormal Breathing Patterns Using Ultra-Wideband Radar

Breathing is considered a crucial physiological metric when monitoring human vital signs. In resource-constrained environments with limited access to trained medical professionals, the automated analysis of abnormal breathing patterns can offer significant advantages to healthcare systems. In this r...

Full description

Bibliographic Details
Published in:	6TH INTERNATIONAL CONFERENCE ON BIOMEDICAL ENGINEERING, ICOBE 2023
Main Authors:	Husaini, Muhammad; Kamarudin, Latifah Munirah; Nishizaki, Hiromitsu; Kamarudin, Intan Kartika; Ibrahim, Muhammad Amin; Zakaria, Ammar; Toyoura, Masahiro; Mao, Xiaoyang
Format:	Proceedings Paper
Language:	English
Published:	SPRINGER INTERNATIONAL PUBLISHING AG 2025
Subjects:	Engineering
Online Access:	https://www-webofscience-com.uitm.idm.oclc.org/wos/woscc/full-record/WOS:001434848400013

Similar Items

Hybrid Deep Learning Models for Classification of Normal and Abnormal Breathing Patterns Using Ultra-Wideband Radar
by: Husaini M.; Kamarudin L.M.; Nishizaki H.; Kamarudin I.K.; Ibrahim M.A.; Zakaria A.; Toyoura M.; Mao X.
Published: (2025)

Estimating the incidence of spontaneous breathing effort of mechanically ventilated patients using a non-linear auto regressive (NARX) model
by: Zainol N.M.; Damanhuri N.S.; Othman N.A.; Chiew Y.S.; Nor M.B.M.; Muhammad Z.; Chase J.G.
Published: (2022)

Efficacy of Terminalia catappa Leaves Extract As An Antimicrobial Agent Against Pathogenic Bacteria
by: Abdullah, et al.
Published: (2024)

Comparisons of various types of normality tests
by: 2-s2.0-84857935932
Published: (2011)

An Advanced Frequency Adaptive PLL for Grid Connected Inverters Under Abnormal Grid Conditions
by: Meraj S.T.; Yu S.S.; Hasan K.; Trinh H.; Shi P.
Published: (2023)

An Advanced Frequency Adaptive PLL for Grid Connected Inverters Under Abnormal Grid Conditions
by: 2-s2.0-85185806966
Published: (2023)

Estimation of Asynchrony Events with Negative Elastance in Spontaneously Breathing Mechanically Ventilated Patients in ICU
by: Sauki N.S.M.; Damanhuri N.S.; Othman N.A.; Chiew Y.S.; Meng B.C.C.; Nor M.B.M.; Zainol N.M.; Ralib A.M.
Published: (2022)

Classification Type of Asynchrony Breathing Image Using 2-Dimensional Convolutional Neural Network
by: 2-s2.0-85177443458
Published: (2023)

Signal analysis for drone detection and characterization using acoustic radar
by: Zakaria N.A.Z.; Rozaimi F.N.S.M.; Ab Rahim S.A.E.; Khan Z.I.
Published: (2024)

Statistical analysis for terengganu forward scatter radar seaside clutter
by: Ismail N.N.; Rashid N.E.A.; Khan Z.I.
Published: (2016)

A Flexible Wideband Microstrip Antenna on TPU Substrate using Inset Slot Feed and Partial Ground Plane
by: 2-s2.0-85203789835
Published: (2024)

Assessing respiratory mechanics using pressure reconstruction method in mechanically ventilated spontaneous breathing patient
by: Damanhuri N.S.; Chiew Y.S.; Othman N.A.; Docherty P.D.; Pretty C.G.; Shaw G.M.; Desaive T.; Chase J.G.
Published: (2016)

Investigations into the role of inflammation in normal tissue response to irradiation
by: Hill R.P.; Zaidi A.; Mahmood J.; Jelveh S.
Published: (2011)

A wideband and flat-gain of an amplifier by using zirconia-based erbium-doped fiber (Zr-EDF) for single pass pperation
by: Markom A.M.; Ahmad H.; Harun S.W.
Published: (2016)

An Evaluation of Cots-Based Radar for Very Small Drone Sense and Avoid Application
by: Shariff K.K.M.; Zainuddin S.; Rashid N.E.A.; Nasir R.E.M.; Wisnoe W.; Sulaiman S.A.
Published: (2022)

An Evaluation of Cots-Based Radar for Very Small Drone Sense and Avoid Application
by: 2-s2.0-85126785844
Published: (2022)

LTE-Based Passive Bistatic Radar System for Detection of Ground-Moving Targets
by: 2-s2.0-84962368225
Published: (2016)

Defining normal enthesis stiffness range in a healthy adult population
by: Mahazer, et al.
Published: (2025)

Defining normal enthesis stiffness range in a healthy adult population
by: 2-s2.0-85218640308
Published: (2025)

Doppler radar-based pothole sensing using spectral features in k-nearest neighbors
by: Asmadi M.A.D.; Zainuddin S.; Nasir H.M.; Isa I.S.M.; Rashid N.E.A.; Pasya I.
Published: (2025)

Better Network Optimization Through Batch Normalization in Left Ventricle Chamber Classification
by: 2-s2.0-105000173429
Published: (2025)

Development of CPW Fed Patch Antenna for Ground Penetrating Radar Application using APAST Optimization
by: Azhari M.S.A.; Azemi S.N.; Ghazali M.D.; Isa C.M.N.C.; Al-Hadi A.A.; Fazilah A.F.M.
Published: (2024)

Development of CPW Fed Patch Antenna for Ground Penetrating Radar Application using APAST Optimization
by: 2-s2.0-85218201635
Published: (2024)

Efficacy of consumer antibacterial and non-antibacterial body washes on skin normal flora and pathogen
by: 2-s2.0-85091989043
Published: (2020)

Assessing intensity of white matter hyperintensity and normal appearing white matter in healthy adults
by: 2-s2.0-85015708870
Published: (2016)

Sentiment Analysis on Acceptance of New Normal in COVID-19 Pandemic using Naïve Bayes Algorithm
by: Samsudin S.H.A.; Sabri N.M.; Isa N.; Bahrin U.F.M.
Published: (2022)

Increase of input resistance of a normal-mode helical antenna (NMHA) in human body application
by: 2-s2.0-85079336368
Published: (2020)

Properties of high strength concrete using white and dune sands under normal and autoclaved curing
by: 2-s2.0-80755163489
Published: (2012)

Work-related stress and its associated factors among primary care doctors in Malaysia during the COVID-19 pandemic
by: Shahrudin, et al.
Published: (2025)

Comparison Study on Immobilization of Ag-Doped TiO2 using Normal and Reverse Methods for Photodegradation of Methylene Blue Dye
by: Roslan N.I.; Zanal N.I.N.; Suhaimi N.H.S.; Azhar R.; Adzis N.S.; Rosli M.A.; Ismail W.I.N.W.
Published: (2024)

ASSESSING BIOEFUEL POTENTIAL OF EUCALYPTUS PELLITA THROUGH PROXIMATE, CHEMICAL COMPOSITIONAL, AND CALORIFIC VALUE ANALYSES
by: DANIEL A.A.; ABDULLAH U.H.; MUHAMMAD ROSELEY A.S.; SAADUN N.; SARIF M.; HAMID N.H.; KAMARUDIN S.H.; ZHANG J.
Published: (2025)

Investigation of Tensile Test on Back-to-Back Web Connection of Cold-Formed Steel C-Section
by: Muhammad Alif I.R.; Kamarudin A.F.; Seyed Hakim S.J.; Musa M.K.; Hamid S.; Mohammadhasani M.; Rathomy Romeli M.A.
Published: (2024)

Feasibility of UAV photogrammetry for shoreline profile changes on critical beach area: a case study at Pantai Mengabang Telipot
by: Kamarudin M.N.; Tahar K.N.
Published: (2025)

Financial Subsidies, Tax Incentives, and Innovation Quality: Empirical Evidence from High-Tech Enterprises in Sichuan Province, China
by: Liu, et al.
Published: (2024)

Potential applications of remote sensing and Earth observation approaches to monitor mangrove ecosystem services: A review
by: Roslani M.A.; Ismail M.H.; Kamarudin N.
Published: (2024)

Study the different level of eye movement based on electrooculography (EOG) technique
by: Noor N.M.M.; Bin Kamarudin M.Q.
Published: (2016)

Use of bacterial silica precipitation to enhance strength and permeability of concrete
by: Habulat A.; Saman H.M.; Kamarudin K.; Omar M.
Published: (2013)

Basketball Learning: Application Model of Basic Motion Parameters and Biomechanics in Basketball Shooting Techniques Based on Android
by: Candra O.; Winarno; Rahmadani A.; Parulian T.; Kamarudin H.K.
Published: (2025)

Detecting learning disabilities based on neuro-physiological interface of affect (NPIoA)
by: Razi N.I.M.; Rahman A.W.A.; Kamarudin N.
Published: (2020)

Optimizing Grid-to-Vehicle Wireless Power Transfer with a Single-Phase Matrix Converter
by: Bunyamin W.M.H.W.; Kamarudin M.A.; Baharom R.
Published: (2024)