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ISSN Approved Journal No: 2320-2882 | Impact factor: 7.97 | ESTD Year: 2013
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Published Paper Details:
Paper Title
PNEUMONA THE APPLICATION OF DENSENET169 AND TRANSFER LEARNING TO THE DETECTION OF PNEUMONIA IN CHEST X-RAY IMAGES
Authors
Yashini P, Dr. R. Renugadevi, Berlin Magthalin R
Keywords
Keras, Tensorflow, Transfer learning, CNN
Abstract
Regardless of the advancements in every area, we still deal with issues in the world we live in. For hazardous illnesses in medicine, cure option is less available, so good diagnosis is important; this is possible only with modern tools. Due to the need of multiple doctor opinions, getting a diagnosis can take a lot of time. Since opinions differ from one person to another because of Because there are bound to be mistakes in the process, using a model like VGG-16, ResNet50, Alex-net, DenseNet121, DenseNet169 and even custom transfer learning models can be used. Then a web application is designed so the process is easy for all you just need to upload your images to the website sharing the percentage of pneumonia with the person who needed the help.
IJCRT's Publication Details
Unique Identification Number - IJCRT2506118
Paper ID - 288533
Page Number(s) - b1-b9
Pubished in - Volume 13 | Issue 6 | June 2025
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Publisher Name - IJCRT | www.ijcrt.org | ISSN : 2320-2882
E-ISSN Number - 2320-2882
Cite this article
Yashini P, Dr. R. Renugadevi, Berlin Magthalin R, "PNEUMONA THE APPLICATION OF DENSENET169 AND TRANSFER LEARNING TO THE DETECTION OF PNEUMONIA IN CHEST X-RAY IMAGES", International Journal of Creative Research Thoughts (IJCRT), ISSN:2320-2882, Volume.13, Issue 6, pp.b1-b9, June 2025, Available at :http://www.ijcrt.org/papers/IJCRT2506118.pdf
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Volume 14 | Issue 2
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Submit Manuscript Online Impact Factor: 7.97 Review Results : Within 02-03 Days Paper Publication : Within 02-03 Days
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ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
ISSN and 7.97 Impact Factor Details
ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
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