A two-stage renal disease classification based on transfer learning with hyperparameters optimization

A two-stage renal disease classification based on transfer learning with hyperparameters optimization

Renal diseases are common health problems that affect millions of people around the world. Among these diseases, kidney stones, which affect anywhere from 1 to 15% of the global population and thus; considered one of the leading causes of chronic kidney diseases (CKD). In addition to kidney stones,...

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Bibliographic Details
Main Authors: Mahmoud Badawy, Abdulqader M. Almars, Hossam Magdy Balaha, Mohamed Shehata, Mohammed Qaraad, Mostafa Elhosseini
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-04-01
Series:Frontiers in Medicine
Subjects:
renal diseases (RD)
AI-based diagnosis
convolutional neural network (CNN)
metaheuristic optimization
Sparrow Search Algorithm (SpaSA)
transfer learning (TL)
Online Access:https://www.frontiersin.org/articles/10.3389/fmed.2023.1106717/full

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https://www.frontiersin.org/articles/10.3389/fmed.2023.1106717/full

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