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Published Paper Details:
Paper Title
Enhancing Pneumonia Detection Using Vision Transformers
Authors
Greeshma, Leela Ratna Kumarii, Niraja, Sai Mohana, Amar Tej
Keywords
pneumonia, Vision Transformers, chest X-rays, CT scans, Adam optimizer.
Abstract
Pneumonia is a leading cause of illness and mortality worldwide, especially among elderly populations and children aged below five. Every year, an estimated two million deaths were caused by pneumonia, with children aged below five years contributing twenty-three percent of these deaths. India accounts twenty-three percent of all pneumonia cases worldwide. In order to lower the death rate, early and correct diagnosis is important, especially in situations where there is limited access to healthcare services. In low-resource settings, interpretation of chest X-rays, a standard diagnostic tool for pneumonia, is mostly left to radiologists. We present a Vision Transformer system that uses Adam optimizer to enhance efficiency and accuracy for the automatic detection of pneumonia from chest X-ray images.
IJCRT's Publication Details
Unique Identification Number - IJCRT2504232
Paper ID - 281564
Page Number(s) - b893-b900
Pubished in - Volume 13 | Issue 4 | April 2025
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Publisher Name - IJCRT | www.ijcrt.org | ISSN : 2320-2882
E-ISSN Number - 2320-2882
Cite this article
Greeshma, Leela Ratna Kumarii, Niraja, Sai Mohana, Amar Tej, "Enhancing Pneumonia Detection Using Vision Transformers", International Journal of Creative Research Thoughts (IJCRT), ISSN:2320-2882, Volume.13, Issue 4, pp.b893-b900, April 2025, Available at :http://www.ijcrt.org/papers/IJCRT2504232.pdf
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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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