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INTERNATIONAL JOURNAL OF CREATIVE RESEARCH THOUGHTS - IJCRT (IJCRT.ORG)

International Peer Reviewed & Refereed Journals, Open Access Journal

IJCRT Peer-Reviewed (Refereed) Journal as Per New UGC Rules.

ISSN Approved Journal No: 2320-2882 | Impact factor: 7.97 | ESTD Year: 2013

Call For Paper - Volume 14 | Issue 4 | Month- April 2026

Scholarly open access journals, Peer-reviewed, and Refereed Journals, Impact factor 7.97 (Calculate by google scholar and Semantic Scholar | AI-Powered Research Tool) , Multidisciplinary, Monthly, Indexing in all major database & Metadata, Citation Generator, Digital Object Identifier(CrossRef DOI)

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  Published Paper Details:

  Paper Title

SKIN LESION DETECTION USING VGG-16 AND RESNET-50 BASED HYBRID CNN MODEL

  Authors

  Preeti Gupta,  Sachin Meshram

  Keywords

Convolutional Neural Networks (CNN), Deep Learning (DL), ResNet-50, Skin Lesion, VGG-16.

  Abstract


One of the most prevalent cancer forms, skin cancer has become more widespread in recent decades. It is critical to correctly diagnose skin lesions to distinguish between benign and malignant lesions in order to provide proper patient care. While there are various computerized approaches for classifying skin lesions, convolutional neural networks (CNNs) have been demonstrated to outperform traditional methods. We offer an hybrid CNN model for skin lesion categorization in this paper. We fuse an optimized pre-trained VGG-16 model with a pre-trained ResNet-50 CNN model to construct an hybrid model for skin lesion classification. In this work, we have used ISIC 2016-17 dermoscopic images to test the performance of the proposed hybrid CNN model. The proposed method achieves very good classification performance when tested on the ISIC Dataset, with an accuracy of 0.8565.

  IJCRT's Publication Details

  Unique Identification Number - IJCRT22A6730

  Paper ID - 222333

  Page Number(s) - f934-f941

  Pubished in - Volume 10 | Issue 6 | June 2022

  DOI (Digital Object Identifier) -   

  Publisher Name - IJCRT | www.ijcrt.org | ISSN : 2320-2882

  E-ISSN Number - 2320-2882

  Cite this article

  Preeti Gupta,  Sachin Meshram,   "SKIN LESION DETECTION USING VGG-16 AND RESNET-50 BASED HYBRID CNN MODEL", International Journal of Creative Research Thoughts (IJCRT), ISSN:2320-2882, Volume.10, Issue 6, pp.f934-f941, June 2022, Available at :http://www.ijcrt.org/papers/IJCRT22A6730.pdf

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Call For Paper April 2026
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ISSN and 7.97 Impact Factor Details


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ISSN
ISSN: 2320-2882
Impact Factor: 7.97 and ISSN APPROVED
Journal Starting Year (ESTD) : 2013
ISSN
ISSN and 7.97 Impact Factor Details


ISSN
ISSN
ISSN: 2320-2882
Impact Factor: 7.97 and ISSN APPROVED
Journal Starting Year (ESTD) : 2013
ISSN
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