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INTERNATIONAL JOURNAL OF PHARMACEUTICAL RESEARCH

A Step Towards Excellence

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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CAD System forLung cancer detection using Adaptive NeuroFuzzy Classifier

Author: C.S.SHYLAJA , R.ANANDAN, A.SAJEEV RAM
Abstract: This paper presents a computer aided diagnosissystem to recognize lung cancer at its earlier stage and in this research article a new approach is presented. In several research studies CAD system for lung cancer is implemented. An effective lung cancer detection CAD system generally comprises several steps which includes: Image preprocessing to enhance the image, Segmenting the image to find the lesion present in an image, Features are to be extracted to train the system and Classification to be done whether the image is having lesions or not. The proposed CAD system combines image processing and artificial neuro fuzzy classifier and produces accuracy of 98.1% for cancerous nodules.
Keyword: Computed Tomography, Fast local laplacian filter, adaptive thresholding, Adaptive NeuroFuzzy Classifier,Feature Extraction.
DOI: https://doi.org/10.31838/ijpr/2019.11.04.044
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