NFNets-CNN for Classification of COVID-19 from CT Scan Images

QR Code

NFNets-CNN for Classification of COVID-19 from CT Scan Images

Coronavirus disease (COVID-19) is an infectious disease caused by the coronavirus was first found in Wuhan, China in December 2019. It has infected more than 300 million people with more than 5 million of death cases. Until now, the virus is still evolving producing new variants of concern contribut...

Full description

Bibliographic Details
Published in:	7th IEEE-EMBS Conference on Biomedical Engineering and Sciences, IECBES 2022 - Proceedings
Main Author:	Abdullah M.S.; Radzol A.R.M.; Marzuki M.I.F.; Lee K.Y.; Ahmad S.A.
Format:	Conference paper
Language:	English
Published:	Institute of Electrical and Electronics Engineers Inc. 2022
Online Access:	https://www.scopus.com/inward/record.uri?eid=2-s2.0-85152411083&doi=10.1109%2fIECBES54088.2022.10079453&partnerID=40&md5=cd3dd8ae9decf2a2edb00fb051c16dfe

Similar Items

SCOV-CNN: A Simple CNN Architecture for COVID-19 Identification Based on the CT Images
by: Haryanto T.; Suhartanto H.; Murni A.; Kusmardi; Yusoff M.; Zain J.M.
Published: (2024)

Dysgraphia Handwriting Image Augmentation for CNN Model Classification
by: Harun N.; Isa I.S.; Ramlan S.A.; Osman M.K.; Maruzuki M.I.F.
Published: (2024)

Optimal Scree-CNN for Detecting NS1 Molecular Fingerprint from Salivary SERS Spectra
by: Saifuzzaman T.A.; Lee K.Y.; Radzol A.R.M.; Wong P.S.; Looi I.
Published: (2020)

COVID-19 classification using CNN-BiLSTM based on chest X-ray images
by: Cahyani D.E.; Hariadi A.D.; Setyawan F.F.; Gumila L.; Setumin S.
Published: (2023)

Classification model for chlorophyll content using CNN and aerial images
by: Wagimin M.N.; Ismail M.H.B.; Fauzi S.S.M.; Seng C.T.; Latif Z.A.; Muharam F.M.; Zaki N.A.M.
Published: (2024)

Enhancing lung lesion localization in CT-scans: a novel approach using FE_CXY and statistical analysis
by: Jafery N.N.; Sulaiman S.N.; Osman M.K.; Karim N.K.A.; Abdullah M.F.; Isa I.S.; Soh Z.H.C.
Published: (2024)

DenseHillNet: a lightweight CNN for accurate classification of natural images
by: Saqib S.M.; Asghar M.Z.; Iqbal M.; Al-Rasheed A.; Khan M.A.; Ghadi Y.; Mazhar T.
Published: (2024)

DenseHillNet: a lightweight CNN for accurate classification of natural images
by: Saqib, et al.
Published: (2024)

Paddy Leaf Diseases Image Classification using Convolution Neural Network (CNN) Technique
by: Zainorzuli S.M.; Afzal Che Abdullah S.; Abidin H.Z.; Ahmat Ruslan F.
Published: (2021)

Chest Computed Tomography (CT) and Clinical Findings Among COVID-19 Patients of Tertiary Hospital in Bangladesh
by: Shams T.; Chowdhury J.H.; Chowdhury H.H.; Ahsan Q.; Dutta H.; Tareq M.A.; Shirin L.; Akhter S.; Islam T.
Published: (2023)

PCA-SCG-ANN for detection of non-structural protein 1 from SERS salivary spectra
by: Othman N.H.; Lee K.Y.; Radzol A.R.M.; Mansor W.
Published: (2017)

Oral Ulcer Classification System Using CNN
by: Azam A.I.N.M.; Ali A.M.; Latif W.A.; Kamil W.N.W.A.; Zainal M.; Hamid N.H.A.
Published: (2024)

Comparing CNN-based Architectures for Dysgraphia Handwriting Classification Performance
by: Ramlan S.A.; Isa I.S.; Osman M.K.; Ismail A.P.; Soh Z.H.C.
Published: (2024)

GEOMETRICAL FEATURE OF LUNG LESION IDENTIFICATION USING COMPUTED TOMOGRAPHY SCAN IMAGES
by: Abdullah M.F.; Sulaiman S.N.; Osman M.K.; Karim N.K.A.; Setumin S.; Isa I.S.; Ani A.I.C.
Published: (2023)

Arduino-based Fingerprint Scan for Attendance-taking System
by: Bin Ismail Marzuki M.S.N.; Bin Abdul Razak M.A.; Bin Mod Arifin A.I.; Bin Zulkornain L.H.; Bin Kassim A.H.; Bin Abu Bakar H.H.
Published: (2024)

Simulation of Three-Dimensional Images and Estimation of Lung Volumes from Two-Dimensional MRI and CT Images
by: Binti Indera Putera S.H.; Bin Dzulkifli M.R.; Sidek N.B.; Abu Bakar Z.B.; Binti Mohammad N.N.
Published: (2022)

Identification of Lung Lesions in Computed Tomography Scan Images using Machine Learning Techniques
by: Abdullah M.F.; Sulaiman S.N.B.; Osman M.K.; Karim N.K.A.; Ani A.I.C.; Ahmad N.
Published: (2024)

K-Nearest Neigbour: Detection of NS1 from SERS spectra of adulterated saliva
by: Othman N.H.; Lee K.Y.; Radzol A.R.M.; Mansor W.; Rashid U.R.M.
Published: (2017)

A Review: Deep Learning Classification Performance of Normal and COVID-19 Chest X-ray Images
by: Markom M.A.; Taha S.M.; Adom A.H.; Sukor A.S.A.; Nasir A.S.A.; Yazid H.; Tan E.S.M.M.; Markom A.M.
Published: (2021)

PCA-KNN for Detection of NS1 from SERS Salivary Spectra
by: Othman N.H.; Lee K.Y.; Radzol A.R.M.; Mansor W.; Wong P.S.; Looi I.
Published: (2018)

Dual-feature CNN-SVM method for breast mass tissue abnormality classification on digital mammography images adapted to breast density
by: Razali N.F.; Isa I.S.; Sulaiman S.N.; Karim N.K.A.; Osman M.K.
Published: (2023)

CNN-Based Classification of Acute Myeloid Leukemia Blood Samples
by: Ahmad A.R.; Zainudin N.A.; Radzi M.D.I.M.; Halim N.H.A.; Osman M.K.; Saad Z.
Published: (2024)

Age group classification using Convolutional Neural Network (CNN)
by: Mustapha M.F.; Mohamad N.M.; Osman G.; Hamid S.H.A.
Published: (2021)

Paddy Diseases Multi-Class Classification using CNN Variants
by: Aziz D.I.A.B.A.; Yusoff M.; Ibrahim N.; Alazaidah R.
Published: (2023)

CNN -based Augmentation Using Image Processing Techniques for Low Light Characteristics Images
by: Fauzi N.A.; Isa I.S.; Hamzah S.N.M.; Darus R.
Published: (2023)

Detection of power distribution fault in thermal images using CNN
by: Ishak N.H.; Halim M.A.I.; Isa I.S.
Published: (2023)

A Review of Deep Learning Techniques for Lung Cancer Screening and Diagnosis Based on CT Images
by: Thanoon M.A.; Zulkifley M.A.; Mohd Zainuri M.A.A.; Abdani S.R.
Published: (2023)

Etching Time On Structural And Electrical Properties Of Porous Silicon Sers Substrates For Non-Invasive Dengue-Ns1 Detection
by: Ismail N.F.; Ismail L.N.; Lee K.Y.; Zulhanip A.Z.; Hadis N.S.M.; Radzol A.R.M.
Published: (2021)

Predictive Classification of Covid-19: Assessing the Impact of Digital Technologies
by: Kumar B.K.; Majumdar A.; Ismail S.A.; Dixit R.R.; Wahab H.; Ahsan M.H.
Published: (2023)

Lung lesion identification using geometrical feature and optical flow method from computed tomography scan images
by: Abdullah M.F.; Sulaiman S.N.; Osman M.K.; Karim N.K.A.; Setumin S.; Ani A.I.C.
Published: (2023)

Mass Detection in Digital Mammogram Image using Convolutional Neural Network (CNN)
by: Sulaiman S.N.; Hassan N.A.; Isa I.S.; Abdullah M.F.; Soh Z.H.C.; Jusman Y.
Published: (2021)

Multimodal Vehicle Classification based on Radar and Acoustic Sensors using Hybrid Shallow CNN
by: Yazli A.Y.; Mohd Shariff K.K.; Rahman S.A.M.A.J.S.A.; Md Ali M.A.
Published: (2024)

Nano Silver-Coated Porous Silicon-Based Surface-Enhanced Raman Spectroscopy Substrate for Low-Concentration Dengue NS1 Protein Detection
by: Ismail N.F.; Lee K.Y.; Mohd Hadis N.S.; Ismail L.N.; Abdul Rahim A.F.; Abdullah M.H.; Radzol A.R.M.
Published: (2024)

Enhancing COVID-19 Classification Accuracy with a Hybrid SVM-LR Model
by: Nordin N.I.; Mustafa W.A.; Lola M.S.; Madi E.N.; Kamil A.A.; Nasution M.D.; K. Abdul Hamid A.A.; Zainuddin N.H.; Aruchunan E.; Abdullah M.T.
Published: (2023)

Automated CNN-based Semantic Segmentation for Thermal Image of Solar Photovoltaic (PV) Panel
by: Ishak N.H.B.; Isa I.S.B.; Osman M.K.B.; Daud K.B.; Hamid M.Z.B.A.; Jadin M.S.B.
Published: (2024)

CNN-SVM with data augmentation for robust blur detection of digital breast tomosynthesis images
by: Harron N.A.; Sulaiman S.N.; Osman M.K.; Karim N.K.A.; Isa I.S.
Published: (2023)

Effective Building Surveying Using Laser Scanning for Heritage Building Documentation
by: Said S.Y.; Shahrin M.S.; Johari M.N.; Abdullah A.S.; Harun S.N.; Abd Latif Z.; Salleh N.H.; Wongso J.
Published: (2023)

A Soft-Tissue Driven Bone Remodeling Algorithm for Mandibular Residual Ridge Resorption Based on Patient CT Image Data
by: Zhong J.; Huang W.; Ahmad R.; Chen J.; Wu C.; Hu J.; Zheng K.; Swain M.V.; Li Q.
Published: (2024)

Biological Butterfly Characterization with Mobile System Using Convolutional Neural Network (CNN) Classify Image
by: Saedan M.A.H.; Kassim M.; Abd Aziz A.F.
Published: (2024)

Paraspinal back muscles in asymptomatic volunteers: Quantitative and qualitative analysis using computed tomography (CT) and magnetic resonance imaging (MRI)
by: Khil E.K.; Choi J.-A.; Hwang E.; Sidek S.; Choi I.
Published: (2020)