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International Journal for Research Trends and Innovation
International Peer Reviewed & Refereed Journals, Open Access Journal
ISSN Approved Journal No: 2456-3315 | Impact factor: 8.14 | ESTD Year: 2016
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Impact Factor : 8.14
Issue per Year : 12
Volume Published : 11
Issue Published : 117
Article Submitted : 21303
Article Published : 8476
Total Authors : 22301
Total Reviewer : 802
Total Countries : 156
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| Paper Title: | Intelligent Dermatolgy Assistant -AI based Diagnosis and Medicine Recommendation |
| Authors Name: | Kavya K N , Ramya G S , Sahana M , Shrusti V M , Sumana P |
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IJRTI_207972
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| Published Paper Id: | IJRTI2512041 |
| Published In: | Volume 10 Issue 12, December-2025 |
| DOI: | |
| Abstract: | Skin diseases are among the most common health concerns worldwide, and early diagnosis is crucial to prevent complications and reduce treatment costs. Manual diagnosis requires expert dermatological knowledge and is time-consuming, especially in remote areas with limited access to specialists. This paper proposes an Intelligent Dermatology Assistant, an AI-driven system capable of identifying multiple skin diseases from images, predicting severity, and recommending appropriate medicines and dermatologist information. The system integrates deep learning-based image classification using a CNN model, imputation strategies for handling missing or inconsistent metadata, and a Streamlit-based interactive interface for real-time diagnosis. The model is trained on a curated dataset of skin disease images and achieves improved accuracy through preprocessing, augmentation, and finetuning. The system also provides disease descriptions, causes, deficiencies, and personalized treatment guidelines. Experimental results demonstrate the model’s reliability and suitability for practical deployment as a clinical decision support tool |
| Keywords: | Dermatology, Deep Learning, Skin Disease Classification, CNN, Medicine Recommendation, Data Imputation, Streamlit, AI in Healthcare. |
| Cite Article: | " Intelligent Dermatolgy Assistant -AI based Diagnosis and Medicine Recommendation ", International Journal for Research Trends and Innovation (www.ijrti.org), ISSN:2455-2631, Vol.10, Issue 12, page no.a340-a344, December-2025, Available :http://www.ijrti.org/papers/IJRTI2512041.pdf |
| Downloads: | 000185 |
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2456-3315 | IMPACT FACTOR: 8.14 Calculated By Google Scholar| ESTD YEAR: 2016 An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 8.14 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator |
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Published Paper ID: IJRTI2512041
Registration ID:207972
Published In: Volume 10 Issue 12, December-2025
DOI (Digital Object Identifier):
Page No: a340-a344 Country: Davangere, Karnataka, India Research Area: Engineering Publisher : IJ Publication Published Paper URL : https://www.ijrti.org/viewpaperforall?paper=IJRTI2512041 Published Paper PDF: https://www.ijrti.org/papers/IJRTI2512041 |
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ISSN: 2456-3315
Impact Factor: 8.14 and ISSN APPROVED,
Journal Starting Year (ESTD) : 2016
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