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INTERNATIONAL JOURNAL OF SCIENTIFIC DEVELOPMENT AND RESEARCH International Peer Reviewed & Refereed Journals, Open Access Journal ISSN Approved Journal No: 2455-2631 | Impact factor: 8.15 | ESTD Year: 2016 open access , Peer-reviewed, and Refereed Journals, Impact factor 8.15 |
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| Paper Title: | Medicine Recommendation System Using Cosine Similarity |
| Authors Name: | A. Selvaraj , P. Ponkalpana , S. Nazeeha Sherin , G. Sri Harini |
| Unique Id: | IJSDR2404199 |
| Published In: | Volume 9 Issue 4, April-2024 |
| Abstract: | With the ever-increasing complexity of healthcare data and the need for personalized treatment approaches, there is a growing high demand for efficient and accurate medicine recommendation systems. The approach involves representing medicines and symptoms as vectors in a high-dimensional space based on relevant features such as medical history, symptoms, and medication interactions. By calculating the cosine similarity between these vectors, we can effectively measure the similarity between medicines and patient’s symptoms. Through experiments with real healthcare datasets, the system demonstrates superior performance compared to traditional methods. With scalability, interpretability, and adaptability to diverse healthcare contexts, this system holds promise for enhancing treatment outcomes and personalized medicine recommendation. |
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| Cite Article: | "Medicine Recommendation System Using Cosine Similarity", International Journal of Science & Engineering Development Research (www.ijsdr.org), ISSN:2455-2631, Vol.9, Issue 4, page no.1366 - 1370, April-2024, Available :http://www.ijsdr.org/papers/IJSDR2404199.pdf |
| Downloads: | 000338174 |
| Publication Details: | Published Paper ID: IJSDR2404199 Registration ID:210995 Published In: Volume 9 Issue 4, April-2024 DOI (Digital Object Identifier): Page No: 1366 - 1370 Publisher: IJSDR | www.ijsdr.org ISSN Number: 2455-2631 |
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