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INTERNATIONAL JOURNAL OF CREATIVE RESEARCH THOUGHTS - IJCRT (IJCRT.ORG)
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ISSN Approved Journal No: 2320-2882 | Impact factor: 7.97 | ESTD Year: 2013
Call For Paper - Volume 14 | Issue 1 | Month- January 2026
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Published Paper Details:
Paper Title
AI-Based Early Detection of Chronic Diseases Using Medical Imaging: Use deep learning to detect early signs of diseases like cancer or diabetes from X-rays or MRI scans.
Authors
Pooja Pawar, Ashwini Phalkhe, Kiran Unhale, Aditi Jagdale, Aaman Havaldar, VinayKhule
Keywords
AI-Based Early Detection of Chronic Diseases Using Medical Imaging: Use deep learning to detect early signs of diseases like cancer or diabetes from X-rays or MRI scans.
Abstract
Chronic disease significantly affects health on a global scale. Deep machine learning algorithms have found widespread application in the diagnosis of chronic diseases. Early diagnosis and treatment reduce the chance of a disease getting worse and, as a result, raise related mortality. Applying this approach to a dataset of optical coherence tomography images, we demonstrate performance comparable to that of human experts in classifying age related macular degeneration and diabetic macular edema. We also provide a more transparent and interpretable diagnosis by highlighting the regions recognized by the neural network. This paper proposes a final year project that develops and evaluates deep-learning pipelines to detect early signs of chronic diseases from medical imagining modalities. The study includes dataset collection and curation, image preprocessing, model design, performance evaluation and explainability.
IJCRT's Publication Details
Unique Identification Number - IJCRTBH02014
Paper ID - 295200
Page Number(s) - 65-68
Pubished in - Volume 13 | Issue 10 | October 2025
DOI (Digital Object Identifier) -
Publisher Name - IJCRT | www.ijcrt.org | ISSN : 2320-2882
E-ISSN Number - 2320-2882
Cite this article
Pooja Pawar, Ashwini Phalkhe, Kiran Unhale, Aditi Jagdale, Aaman Havaldar, VinayKhule, "AI-Based Early Detection of Chronic Diseases Using Medical Imaging: Use deep learning to detect early signs of diseases like cancer or diabetes from X-rays or MRI scans.", International Journal of Creative Research Thoughts (IJCRT), ISSN:2320-2882, Volume.13, Issue 10, pp.65-68, October 2025, Available at :http://www.ijcrt.org/papers/IJCRTBH02014.pdf
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Volume 14 | Issue 1
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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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