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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: | Unlocking Diagnostic Potential: Integrating Multivariate Chemical Patterns for Kidney Disease Recognition |
| Authors Name: | Dr.INDIRA S P , PREMA S P |
| Unique Id: | IJSDR2404005 |
| Published In: | Volume 9 Issue 4, April-2024 |
| Abstract: | Abstract—CKD (Chronic Kidney Disease) is a condition where the kidneys gradually lose their ability to filter waste and excess fluids from the blood. It is typically a long term and progressive condition that can lead to various health complications. Treatment involves managing underlying causes making lifestyles changes and sometimes dialysis or kidney transplantation. Detecting CKD in its early stages is crucial for saving millions of millions lives. The importance of this article is to developing a diagnosis system to detect kidney disease of chronic by estimating the statistical analysis of chemical pattern of Glomerular Filtration Rate (GFR) and vitamin-‘D’ based on modified supervised learning algorithms. |
| Keywords: | Keywords:Medicine, Recognition, Chemical Patterns, Feature Selection, CKD, Machine Learning, Glomerular Filtration Rate and Vitamin- ‘D’. |
| Cite Article: | "Unlocking Diagnostic Potential: Integrating Multivariate Chemical Patterns for Kidney Disease Recognition ", International Journal of Science & Engineering Development Research (www.ijsdr.org), ISSN:2455-2631, Vol.9, Issue 4, page no.38 - 48, April-2024, Available :http://www.ijsdr.org/papers/IJSDR2404005.pdf |
| Downloads: | 000338172 |
| Publication Details: | Published Paper ID: IJSDR2404005 Registration ID:210602 Published In: Volume 9 Issue 4, April-2024 DOI (Digital Object Identifier): Page No: 38 - 48 Publisher: IJSDR | www.ijsdr.org ISSN Number: 2455-2631 |
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