International Journal of Science , Engineering and Management (IJSEM)

Monthly Journal for Science , Engineering and Management

Volume2,August 2017,

Topic : Lung Cancer Detection using Log-Gabor Filter Banks

Authors:Rupali Mali || Dr. S. B. Bagal

Abstract:Lung cancer is the foremost reason of deaths due to cancer disease around the world. As per the report of the World Health Organization (WHO) near about 10 million patients in the world will be deceased because of lung cancer by 2030. Timely inhibition of lung tumor plays an imperative role for survival assistance enhancements. By following the notion that heavy investigation of radiographic imageries can apprise and enumerate the microenvironment and the degree of tumor level heterogeneity for personalized medicine, examination of huge numbers of image features extracted from computed tomography (CT). The focus is on high throughput that can apprehend spatial and temporal genetic heterogeneity in a without operating the patient, which preferred over intrinsic biopsy based molecular assays method. The lung cancer detection is valuable for ongoing medical research and computer-assisted diagnosis of lung cancer. In this paper, we have presented lung cancer detection algorithm that yields possible location of tumor in the lung. The algorithmic steps comprises of histogram equalization of the CT scan image followed by log- Gabor filter bank processing to enhance the CT scan image. Subsequently the image is dilated using gradient mask and after border clearing, the location of possible tumor is detected. This algorithm gives accurate results on publically shared CT scan images.

Keywords: Cancer Detection, Lung cancer, Log-Gabor filters, image morphology.

Download Paper


DOI: 01.1617/vol4/iss8/pid29634


Related Articles

Solidification Pattern in V-Groove Submerged Arc Welded Plate

Authors: Anirudhha Ghosh ||

Doi : 01.1617/vol1iss2pid0010005

Volume1 ,June 2017.

In Air Synthesis of Psyllium Based OrganoInorganic Hybrid Ion Exchanger, its Characterization and Studies

Authors: Rajeev Jindal || Rachna Sharma ,Mithu Maiti, Harpreet Kaur

Doi : 01.1617/vol1iss2pid0010006

Volume1 ,June 2017.

A Study on Utilization of Biomass Waste Pellets as an Alternate Fuel

Authors: Simran S. N || Shivani S. B, Raji S,D. D. Sarode

Doi : 01.1617/vol1iss2pid0010024

Volume1 ,August 2017.

Study on Deforestation and Applicable Related Act in India

Authors: Dr. S. Kanthimathinathan ||

Doi : 01.1617/vol1iss2pid0010030

Volume1 ,August 2017.

Store Atmospherics: The Key to Retail Shoppability

Authors: Dr.Smitha Nayak || Dr.K.V.M.Varambally

Doi : 01.1617/vol1iss2pid0010042

Volume1 ,October 2017.

Study of Different Pragmatic Approaches and Testing Strategies for Stand Alone/ Desktop Application

Authors: Prof. Vaishali Jawale || Dr. K. Nirmala Kumaraswamy

Doi : 01.1617/vol1iss2pid0010046

Volume1 ,October 2017.

A Survey on Secured ECG Monitoring System Using Wireless Sensor Networks and IOT

Authors: Femi Antony || ANN Mary Joseph,Jency K Davis, Diffeena Stenislawoos

Doi : 01.1617/vol1iss2pid0010050

Volume1 ,October 2017.

Reliable Human Identification using IRIS as a Biometric

Authors: Jayshree Sali || C.B.Kadu

Doi : 01.1617/vol1iss2pid0010057

Volume1 ,December 2017.

Development of Analytical Framework on Optimization of Construction Equipment for Multiple Infrastructure Projects

Authors: Mr. Amit Shriwas || Dr. Sudhir Nigam

Doi : 01.1617/vol1iss2pid0010066

Volume1 ,December 2017.

Online Big File Storage Mechanism

Authors: Ms.Noopur Adarsh Purwar || Prof.Nilima Nikam,Prof.Vaishali Londhe

Doi : 01.1617/vol1iss2pid0010067

Volume1 ,December 2017.


Editor-in-Chief

Editor Image


Dr.Muhammad Ishtiaq,
Mirpur University of
Science & Technology,
Mirpur, Azad Kasmir.

View more


IMPACT FACTOR: 2.7

ISSN(Online): 2456-1304

Google Scholar Profile

Thomson Reuters ID : q-6288-2016.
ORCiD Research ID : 0000-0001-9540-6799

All Issues


DOWNLOADS

Copy-right Form Paper Template

ACCEPTANCE RATIO

ACCEPTANCE RATIO: 25%
ARTICLES PUBLISHED:00007
PAPER RECEIVED:000028
Journal Code : IJSEM
Electronic ISSN : 2456-1304
Impact Factor : 2.7
Frequency : Monthly
Contact : editor@ijsem.org

IFERP Other Journals


Subscribe

           Email:

Social Media