Abstract

Cancer is a disease that threatens majority of the world’s survival rate. Lung cancer is one of most deadly malignancies, having a high rate of morbidity and death compared to other cancers. The goal of this paper is to identify lung cancer from a CT scan by employing image processing, segmentation, feature extraction and classification of lung cancer with stage detection to find reliable results. Artificial Neural Network has been used for classification and staging of cancerous nodule. This concept is built on Android smartphone technology, and it aims to make cancer diagnosis as simple as possible. Early detection of lung cancer opens the gate to a variety of treatment options, effective recoveries, and eventually, increased survival prospects. The proposed work intends to promote early detection of cancer in lung with stage detection. Our system is able to obtain an accuracy of 96.5%.

Keywords:
Lung cancer Feature extraction Artificial neural network Computer science Artificial intelligence Segmentation Image segmentation Cancer detection Lung Stage (stratigraphy) Machine learning Cancer Pattern recognition (psychology) Medicine Pathology Internal medicine Biology

Metrics

7
Cited By
2.36
FWCI (Field Weighted Citation Impact)
17
Refs
0.86
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Lung Cancer Diagnosis and Treatment
Health Sciences →  Medicine →  Pulmonary and Respiratory Medicine
Radiomics and Machine Learning in Medical Imaging
Health Sciences →  Medicine →  Radiology, Nuclear Medicine and Imaging
COVID-19 diagnosis using AI
Health Sciences →  Medicine →  Radiology, Nuclear Medicine and Imaging

Related Documents

JOURNAL ARTICLE

Early Lung Cancer Detection Using Artificial Neural Network

Tumpal PandianganIka BaliAlexander R. J. Silalahi

Journal:   Atom Indonesia Year: 2019 Vol: 45 (1)Pages: 9-9
JOURNAL ARTICLE

Early Detection of Lung Cancer using Artificial Neural Network

Niveditha. B.MM Nachamai

Journal:   International Journal of Advanced Research in Computer Science Year: 2017 Vol: 8 (3)Pages: 495-498
JOURNAL ARTICLE

Artificial neural network for lung cancer detection using CT images

C ShankaraS. A. Hariprasad

Journal:   International Journal of Health Sciences Year: 2022 Pages: 2708-2724
JOURNAL ARTICLE

Lung Cancer Detection using Artificial Neural Netw

Jerin Jose MJanani B.RJanani Priya KJessica Y. JeevithaS. Swathi

Journal:   The SIJ Transactions on Computer Science Engineering & its Applications (CSEA) Year: 2017 Vol: 05 (06)Pages: 01-05
© 2026 ScienceGate Book Chapters — All rights reserved.