Optimized machine learning based comparative analysis of predictive models for classification of kidney tumors

The kidney is an important organ that helps clean the blood by removing waste, extra fluids, and harmful substances. It also keeps the balance of minerals in the body and helps control blood pressure. But if the kidney gets sick, like from a tumor, it can cause big health problems. Finding kidney is...

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Bibliographic Details
Published in:	Scientific reports Vol. 15; no. 1; pp. 30358 - 13
Main Authors:	Anand, Vatsala, Khajuria, Ajay, Pachauri, Rupendra Kumar, Gupta, Vinay
Format:	Journal Article
Language:	English
Published:	London Nature Publishing Group UK 19.08.2025 Nature Publishing Group Nature Portfolio
Subjects:	639/166 692/699 Accuracy Algorithms Automation Blood pressure Cancer Classification Comparative analysis Datasets Decision Trees Deep learning Diseases Feature selection Health Health problems Humanities and Social Sciences Humans Kidney diseases Kidney Neoplasms - classification Kidney Neoplasms - diagnosis Kidney Neoplasms - pathology Kidney stones Kidneys Learning algorithms Literature reviews Lung cancer Machine Learning Medical research Mortality multidisciplinary Patients Prediction models Radiomics Regression analysis Research methodology Science Science (multidisciplinary) Support Vector Machine Support vector machines Transfer learning Tumors Transfer learning Health Mortality Classification Cancer Diseases
ISSN:	2045-2322, 2045-2322
Online Access:	Get full text
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