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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

Published by : Advanced Scientific Research
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0975-2366
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IJPR 9[3] July - September 2017 Special Issue

July - September 9[3] 2017

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Staged Classification Of Lungs Using Convolutional Neural Networks

Author: MS.PRAJAKTA KALE, DR.P.S.MISHRIKOTKAR, DR.NIKHANT BANO, DR.SANTOSH K.YADAV
Abstract: Growing advancements in automation industry have paved a way for medicine domain in terms of CAD system as an aid for health practitioners. Lung cancer is one such disease where accuracy and aid are of utmost important for proper diagnosis and enhanced survival rate. In the following comprehensive study, we aim at developing a Computer Aided Diagnostic System for detecting the lung cancer in the patient based on the Computed Tomography scan along with the predicting the stage of lung cancer. The proposed model is based upon the two-dimensional Convolutional Neural Networks with accuracies of 99% and 98% respectively for both the stages – detection and prediction. In future we aim at developing this system for other types of cancers.
Keyword: Computed Tomography Scans, Lung Cancer, Convolutional Neural Networks, Predictive analysis
DOI: https://doi.org/10.31838/ijpr/2021.13.02.080
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