Enhancing Lung Cancer Classification: Leveraging Existing Convolutional Neural Networks within a 1D Framework

QR Code

Enhancing Lung Cancer Classification: Leveraging Existing Convolutional Neural Networks within a 1D Framework

Cancer remains a significant global cause of mortality, presenting substantial challenges for both medical practitioners and researchers. Recent data from a 2023 American Cancer Society study anticipate 238,340 new cases of lung cancer, with 127,070 resulting fatalities—constituting approximately 20...

Full description

Bibliographic Details
Published in:	14th IEEE International Conference on Control System, Computing and Engineering, ICCSCE 2024 - Proceedings
Main Author:	Jafery N.N.; Sulaiman S.N.; Osman M.K.; Karim N.K.A.; Soh Z.H.C.
Format:	Conference paper
Language:	English
Published:	Institute of Electrical and Electronics Engineers Inc. 2024
Online Access:	https://www.scopus.com/inward/record.uri?eid=2-s2.0-85207100844&doi=10.1109%2fICCSCE61582.2024.10695984&partnerID=40&md5=bd9a57dfed970c853cba1c0dc27edb09

Similar Items

Application of Geometric Features on Lung Lesion and Non-Lesion Segmentation
by: Jafery N.N.; Sulaiman S.N.; Osman M.K.; Karim N.K.A.; Soh Z.H.C.; Abdullah M.F.; Isa I.S.
Published: (2023)

A New Regression Method for Diagnosis of Lung Cancer Disease
by: Jafery N.N.; Sulaiman S.N.; Osman M.K.; Karim N.K.A.; Abdullah M.F.; Isa I.S.
Published: (2022)

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)

Color-assisted Multi-input Convolutional Neural Network for Cancer Classification on Mammogram Images
by: Razali N.F.; Isa I.S.; Sulaiman S.N.; Karim N.K.A.; Osman M.K.
Published: (2023)

Covid-19 Chest X-Ray Classification using Convolutional Neural Network
by: Moqbel M.A.A.A.; Radzi M.D.I.M.; Halim N.H.A.; Soh Z.H.C.; Osman M.K.; Saad Z.
Published: (2024)

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)

Skin Cancer Prediction Using Convolutional Neural Network
by: Bin Ahmad Jawahil Bokori S.A.; Mitani Y.
Published: (2024)

A Comparative Study of Image Segmentation Technique applied for Lung Cancer Detection
by: Abdullah M.F.; Mansor M.S.; Sulaiman S.N.; Osman M.K.; Sofea Mohd Marzuki N.N.; Isa I.S.; Karim N.K.A.; Shuaib I.L.
Published: (2019)

Breast Cancer Classification through Meta-Learning Ensemble Technique Using Convolution Neural Networks
by: Ali M.D.; Saleem A.; Elahi H.; Khan M.A.; Khan M.I.; Yaqoob M.M.; Farooq Khattak U.; Al-Rasheed A.
Published: (2023)

A framework of evolutionary optimized convolutional neural network for classification of shang and chow dynasties bronze decorative patterns
by: Qi X.; He X.; Chen S.W.; Hai T.
Published: (2024)

Plant Leaf Classification Using Convolutional Neural Network
by: Othman N.A.; Damanhuri N.S.; Ali N.M.; Chiew Meng B.C.; Abd Samat A.A.
Published: (2022)

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

Classification of Diabetic Retinopathy Disease Using Convolutional Neural Network
by: Minarno A.E.; Mandiri M.H.C.; Azhar Y.; Bimantoro F.; Nugroho H.A.; Ibrahim Z.
Published: (2022)

A Lightweight Convolutional Neural Network for Rice Diseases Classification
by: Ismail M.A.; Rashid M.R.; Ahmad K.A.; Setumin S.; Bakar S.J.A.; Ani A.I.C.
Published: (2024)

Classification of Malocclusion using Convolutional Neural Network and Knowledge-Based Systems
by: Sabri F.A.N.M.; Ali A.M.; Rahman A.N.A.A.; Adnan M.A.M.Z.; Salam A.S.A.; Amirah Che D.N.
Published: (2023)

Stream ETL framework for twitter-based sentiment analysis: Leveraging big data technologies
by: Ismail A.; Sazali F.H.; Agos Jawaddi S.N.; Mutalib S.
Published: (2025)

Artificial neural network and convolutional neural network for prediction of dental caries
by: Basri K.N.; Yazid F.; Mohd Zain M.N.; Md Yusof Z.; Abdul Rani R.; Zoolfakar A.S.
Published: (2024)

INTIMATE PARTNER VIOLENCE WITHIN THE MALAYSIAN LEGAL FRAMEWORK
by: Na’aim M.S.M.; Rajamanickam R.; Nordin R.
Published: (2022)

Stream ETL framework for twitter-based sentiment analysis: Leveraging big data technologies
by: Ismail, et al.
Published: (2025)

Performance evaluation for vision-based vehicle classification using Convolutional Neural Network
by: Safiyah R.D.; Rahim Z.A.; Syafiq S.; Ibrahim Z.; Sabri N.
Published: (2018)

Leaf Based Plant Species Classification Using Deep Convolutional Neural Network
by: Minarno A.E.; Ibrahim Z.; Nur A.; Hasanuddin M.Y.; Diah N.M.; Munarko Y.
Published: (2022)

A new procedure for lung region segmentation from computed tomography images
by: Abdullah M.F.; Sulaiman S.N.; Osman M.K.; Karim N.K.A.; Setumin S.; Isa I.S.
Published: (2022)

Artificial neural network and convolutional neural network for prediction of dental caries
by: Basri, et al.
Published: (2024)

Sales Forecasting Using Convolution Neural Network
by: Amir W.K.H.W.K.; Soom A.B.M.; Jasin A.M.; Ismail J.; Asmat A.; Rahman R.A.
Published: (2023)

Factors affecting leverage among asean airlines company
by: Karim Y.F.A.; Mustapha Y.A.A.
Published: (2017)

Hepatoid adenocarcinoma of the lung with hard palate metastasis: Review of a rare presentation of lung cancer
by: Shahrudin, et al.
Published: (2023)

Classification of pediatric pneumonia using ensemble transfer learning convolutional neural network
by: Cahyani D.E.; Hariadi A.D.; Setyawan F.F.; Gumilar L.; Setumin S.
Published: (2024)

Crack detection and classification in asphalt pavement images using deep convolution neural network
by: Yusof N.A.M.; Osman M.K.; Noor M.H.M.; Ibrahim A.; Tahir N.M.; Yusof N.M.
Published: (2019)

Classification Type of Asynchrony Breathing Image Using 2-Dimensional Convolutional Neural Network
by: Muhamad Sauki N.S.; Damanhuri N.S.; Othman N.A.; Chiew Y.S.; Chiew Meng B.C.; Mat Nor M.B.; Chase J.G.
Published: (2023)

Convolutional neural network for solid waste segregation and management
by: Ong T.C.; Yong M.G.O.; Manap N.A.; Abdullah F.; Ong T.S.
Published: (2020)

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)

Bornean Orangutan Nest Classification using Image Enhancement with Convolutional Neural Network and Kernel Multi Support Vector Machine Classifier
by: Amran A.A.; On C.K.; Karim S.A.A.; Hung L.P.; See C.S.; Simon D.; Rossdy M.; Jing C.
Published: (2025)

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)

Leveraging LSTM and GRU-based deep neural coordination in intelligent transportation to strengthen security in the Internet of Vehicles
by: Yanmin C.; Sarkar A.; Zain J.M.; Bhar A.; Noorwali A.; Othman K.M.
Published: (2024)

Leveraging LSTM and GRU-based deep neural coordination in intelligent transportation to strengthen security in the Internet of Vehicles
by: Yanmin, et al.
Published: (2024)

The Design of Convolutional Neural Networks Model for Classification of Ear Diseases on Android Mobile Devices
by: Wijaya I.G.P.S.; Mulyana H.; Kadriyan H.; Yudhanto D.; Fa'rifah R.Y.
Published: (2023)

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)

Deep convolution neural network for crack detection on asphalt pavement
by: Yusof N.A.M.; Ibrahim A.; Noor M.H.M.; Tahir N.M.; Yusof N.M.; Abidin N.Z.; Osman M.K.
Published: (2019)

Herbal plant recognition using deep convolutional neural network
by: Zin I.A.M.; Ibrahim Z.; Isa D.; Aliman S.; Sabri N.; Mangshor N.N.A.
Published: (2020)

Image segmentation and feature extraction method for lung lesion detection in computed tomography images
by: Abdullah M.F.; Sulaiman S.N.; Osman M.K.; Setumin S.; Karim N.K.A.; Sahimi F.A.; Ani A.I.C.
Published: (2023)