A New Regression Method for Diagnosis of Lung Cancer Disease

QR Code

A New Regression Method for Diagnosis of Lung Cancer Disease

A radiologist typically diagnoses lung cancer by visually inspecting Computed Tomography (CT) scan images. The procedure is time-consuming, tedious, and prone to errors. Aside from that, variations in intensity in CT scan images, as well as anatomical structure misjudgment by doctors and radiologist...

Full description

Bibliographic Details
Published in:	ICCSCE 2022 - Proceedings: 2022 12th IEEE International Conference on Control System, Computing and Engineering
Main Author:	Jafery N.N.; Sulaiman S.N.; Osman M.K.; Karim N.K.A.; Abdullah M.F.; Isa I.S.
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-s2.0-85142449435&doi=10.1109%2fICCSCE54767.2022.9935634&partnerID=40&md5=ba95af94278513dcf4186a633fc63729

Similar Items

Enhancing Lung Cancer Classification: Leveraging Existing Convolutional Neural Networks within a 1D Framework
by: Jafery N.N.; Sulaiman S.N.; Osman M.K.; Karim N.K.A.; Soh Z.H.C.
Published: (2024)

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)

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)

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)

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)

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)

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)

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)

High-level Features in Deeper Deep Learning Layers for Breast Cancer Classification
by: Razali N.F.; Isa I.S.; Sulaiman S.N.; Karim N.K.A.; Osman M.K.
Published: (2021)

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)

Comparative Study between Horn-Schunk and Lucas Kenade Optical Flow Method for Lung Lesion Identification in Computed Tomography Images
by: Abdullah M.F.; Sulaiman S.N.B.; Osman M.K.; Karim N.K.A.; Ani A.I.C.; Damit D.S.A.
Published: (2023)

Optimization of ReLU Activation Function for Deep-Learning-based Breast Cancer Classification on Mammogram Images
by: Razali N.F.; Isa I.S.; Sulaiman S.N.; Osman M.K.; Karim N.K.A.; Nordin S.A.
Published: (2024)

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)

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)

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)

Corrigendum: “Short communication: Diagnosis of lung cancer increases during the annual southeast Asian haze periods” (Lung Cancer (2017) 113 (1–3), (S0169500217304932), (10.1016/j.lungcan.2017.08.025))
by: Hassan A.; Latif M.T.; Soo C.I.; Faisal A.H.; Roslina A.M.; Ban Andrea Y.L.; Hassan T.
Published: (2021)

FUZZY WEIGHTED MEDIAN FILTER WITH UNSHARP MASKING FOR ENHANCEMENT OF DBT IMAGES IN BREAST CANCER DETECTION
by: Saifudin S.A.; Sulaiman S.N.; Osman M.K.; Isa I.S.; A. Karim N.K.
Published: (2023)

LAPLACIAN-BASED BLUR DETECTION ALGORITHM FOR DIGITAL BREAST TOMOSYNTHESIS IMAGES IN IMPROVING BREAST CANCER DETECTION
by: Harron N.A.; Sulaiman S.N.; Osman M.K.; A. Karim N.K.; Isa I.S.
Published: (2023)

Bootstrapping Simulation in Determining the Prognostic Factors of Lung Cancer Disease by Parametric Survival Analysis
by: Muhamad Jamil S.A.; Affendi Abdullah M.A.; Ibrahim N.; Mansor M.M.; Md Ghani N.A.
Published: (2023)

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)

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

A new gradient method for solving linear regression model
by: Zull N.; Aini N.; Rivaie M.; Mamat M.
Published: (2019)

Adaptive fuzzy weighted median filter for microcalcifications detection in digital breast tomosynthesis images
by: Saifudin S.A.; Sulaiman S.N.; Osman M.K.; Isa I.S.; Karim N.K.A.; Harron N.A.
Published: (2024)

Lung disease recognition methods using audio-based analysis with machine learning
by: Sabry, et al.
Published: (2024)

Lung disease recognition methods using audio-based analysis with machine learning
by: Sabry A.H.; I. Dallal Bashi O.; Nik Ali N.H.; Mahmood Al Kubaisi Y.
Published: (2024)

Identification of novel biomarkers in prostate cancer diagnosis and prognosis
by: Li W.; Xu W.; Sun K.; Wang F.; Wong T.W.; Kong A.-N.
Published: (2022)

Automated DeepLabV3+ based model for left ventricle segmentation on short-axis late gadolinium enhancement-magnetic cardiac resonance imaging images
by: Damit D.S.A.; Sulaiman S.N.; Osman M.K.; Karim N.K.A.; Setumin S.
Published: (2024)

Lung cancer transition rate by stages using discrete time markov model
by: Omar M.H.; Shair S.N.; Asmuni N.H.
Published: (2020)

A new three-term conjugate gradient method with application to regression analysis
by: Idalisa N.; Rivaie M.; Noh N.H.M.; Nasir M.A.S.; Fadhilah N.H.; Alias N.
Published: (2022)

Performance improvement with optimization algorithm in isolating left ventricle and non-left ventricle cardiac
by: Damit D.S.A.; Sulaiman S.N.; Osman M.K.; Karim N.K.A.; Meng B.C.C.
Published: (2023)

Lung Cancer Detection Using combination of Gabor Filter, Histogram Equalization and Multi-Layer Perceptron
by: Khalid N.J.; Sabri N.; Abu Mangshor N.N.; Ibrahim S.; Ahmad Fadzil A.F.
Published: (2024)

Assessment of radiation effective dose from lung cancer screening pilot project in Institut Kanser Negara: A preliminary finding
by: Karim M.K.A.; Rahim N.A.; Mustafa S.N.S.; Sabarudin A.; Ibahim M.J.
Published: (2019)

Impact of Class Labeling on Myocardium Segmentation using Cascaded Deep Learning for Improved Myocardial Infarction Segmentation
by: Damit D.S.A.; Hilmi A.N.; Sulaiman S.N.; Osman M.K.; Karim N.K.A.; Leh N.A.M.
Published: (2024)

Navigating Tversky Loss Function Hyperparameter Spaces using Particle Swarm Optimization for Myocardial Scar Segmentation
by: Damit D.S.A.; Sulaiman S.N.; Osman M.K.; Karim N.K.A.; Razali N.F.; Marzuki M.I.F.
Published: (2024)

Optimizing Network Classification Performance by Geometric Transformations on Delayed Enhancement Cardiac Magnetic Resonance Imaging
by: Damit D.S.A.; Sulaiman S.N.; Osman M.K.; Karim N.K.A.; Meng B.C.C.; Abdullah M.F.
Published: (2023)

A new fuzzy weighted multivariate regression to predict water quality index at perak rivers
by: Yasin M.I.; Karim S.A.A.
Published: (2020)

A clinical audit of the diagnosis and management of chronic kidney disease in a primary care clinic
by: Jamaluddin J.; Yassin M.S.M.; Jamil S.N.; Kamel M.A.M.; Yusof M.Y.
Published: (2021)

Comparison of prediction fuzzy modeling towards high-risk symptoms of lung cancer
by: Zakaria A.S.; Shafi M.A.; Mohd Zim M.A.; Musa A.N.
Published: (2024)

Survival analysis using censored lung cancer data: A preliminary study
by: Jamil S.A.M.; Ali N.I.; Mansor M.M.; Ul-Saufi A.Z.; Shafi M.A.
Published: (2024)

Overcoming the challenges of highaltitude travel with lung disease: Reflections on a South China Sea journey
by: Wong, et al.
Published: (2023)