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INTERNATIONAL JOURNAL OF PHARMACEUTICAL RESEARCH

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IJPR included in UGC-Approved List of Journals - Ref. No. is SL. No. 4812 & J. No. 63703

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0975-2366
5 - Years Impact Factor

Year 2012 - 2016

Impact Factor: 1.55

Total Publications: 317

Total Citation: 491

Year 2011 - 2015

Impact Factor: 1.46

Total Publications: 326

Total Citation: 477

Year 2010 - 2014

Impact Factor: 1.3

Total Publications: 313

Total Citation: 407

Year 2009 - 2013

Impact Factor: 0.973

Total Publications: 293

Total Citation: 285

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AN EFFICIENT MODE DETECTION TECHNIQUE OF PULMONARY NODULE IN LUNG CANCER

Author: ARUN MATHEWS, M.K. JEYAKUMAR
Abstract: Lung cancer is a type of cancer that begins in the lungs. Lung cancer is the leading cause of cancer deaths in many countries, among both men and women. People who smoke have the greatest risk of lung cancer, though lung cancer can also occur in people who have never smoked. The general prognosis of lung cancer is poor because doctors tend not to find the disease until it is at an advanced stage. Tumors can be benign or malignant. Benign tumors usually can be removed and do not spread to other parts of the body. Malignant tumorsenter into the bloodstream or lymphatic system and then spread to other sites in the body. Therefore it is very important to find the cancer affected lung region in the earlier stage. By using Linear Iterative Clustering the noise is removed and the color base is provided. In the segmentation process the cancer affected left bottom area is detected and segmented by using Adjustable surface normal overlapping and in classification Advanced Grey Wolf Optimization is used. In this research paper performance output is calculated in the cancer affected area with 100% precision, sensitivity and with best accuracy.
Keyword: Improved Simple Linear Iterative Clustering (ISLIC), Histogram equalization, Adjustable surface normal overlap, A-GWO
DOI: https://doi.org/10.31838/ijpr/2018.10.04.045
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Impact Factor for five years is 1.55 (2012 - 2016)

Year 2011 - 2015 Impact Factor - 1.46 Total Publications - 326 Total Citations - 477