Bag of Feature-Based Ensemble Subspace KNN Classifier in Muscle Ultrasound Diagnosis of Diabetic Peripheral Neuropathy

Bag of Feature-Based Ensemble Subspace KNN Classifier in Muscle Ultrasound Diagnosis of Diabetic Peripheral Neuropathy

Muscle ultrasound quantification is a valuable complementary diagnostic tool for diabetic peripheral neuropathy (DPN), enhancing physicians’ diagnostic capabilities. Quantitative assessment is generally regarded as more reliable and sensitive than visual evaluation, which often necessitates speciali...

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Bibliographic Details
Main Authors: Kadhim K. Al-Barazanchi, Ali H. Al-Timemy, Zahid M. Kadhim
Format: Article
Language:English
Published: MDPI AG 2024-10-01
Series:Mathematical and Computational Applications
Subjects:
bag of features
ensemble subspace KNN
muscle ultrasound
diabetic peripheral neuropathy
speeded up robust features
computer-aided diagnostic
Online Access:https://www.mdpi.com/2297-8747/29/5/95
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