A fuzzy decision tree-based SVM classifier for assessing osteoarthritis severity using ground reaction force measurements
A novel fuzzy decision tree-based SVM (FDT-SVM) classifier is proposed in this paper, to
distinguish between asymptotic (AS) and osteoarthritis (OA) knee gait patterns and to …
distinguish between asymptotic (AS) and osteoarthritis (OA) knee gait patterns and to …
Interpretation of movement during stair ascent for predicting severity and prognosis of knee osteoarthritis in elderly women using support vector machine
Several studies have demonstrated that pathologic movement changes in knee
osteoarthritis (OA) may contribute to disease progression. The aim of this study was to …
osteoarthritis (OA) may contribute to disease progression. The aim of this study was to …
[HTML][HTML] Cerebral palsy-affected individuals' brain-computer interface for wheelchair movement in an indoor environment using mental tasks
J Ramakrishnan - Egyptian Informatics Journal, 2024 - Elsevier
The technique of measuring brain signals or activities by placing electrodes on the scalp of
human beings is called Electroencephalogram (EEG). Brain-computer interface (BCI) is a …
human beings is called Electroencephalogram (EEG). Brain-computer interface (BCI) is a …
Synchronizing chaotification with support vector machine and wolf pack search algorithm for estimation of peripheral vascular occlusion in diabetes mellitus
CM Li, YC Du, JX Wu, CH Lin, YR Ho, YJ Lin… - … Signal Processing and …, 2014 - Elsevier
This study proposes a method for the estimation of peripheral vascular occlusion (PVO) in
diabetic foot using a support vector machine (SVM) classifier with the wolf pack search …
diabetic foot using a support vector machine (SVM) classifier with the wolf pack search …
Pathological gait detection of Parkinson's disease using sparse representation
Y Zhang, PO Ogunbona, W Li, B Munro… - … Conference on Digital …, 2013 - ieeexplore.ieee.org
Parkinson's disease is a progressively degenerative neurological disorder which impacts
the control of body movements. While there is no known permanent cure for the disorder, it is …
the control of body movements. While there is no known permanent cure for the disorder, it is …
Gait analysis using a support vector machine for lumbar spinal stenosis
H Hayashi, Y Toribatake, H Murakami… - …, 2015 - journals.healio.com
Lumbar spinal canal stenosis (LSS) is diagnosed based on physical examination and
radiological documentation of lumbar spinal canal narrowing. Differential diagnosis of the …
radiological documentation of lumbar spinal canal narrowing. Differential diagnosis of the …
Clinical gait analysis: comparing explicit state duration HMMs using a reference-based index
In clinical gait analysis, the gait of a patient is recorded with optical motion capture and
compared with a healthy reference group. High-dimensional gait datasets are difficult to …
compared with a healthy reference group. High-dimensional gait datasets are difficult to …
Multi-joint gait clustering for children and youth with diplegic cerebral palsy
G Kuntze, A Nettel-Aguirre, G Ursulak, I Robu, N Bowal… - PloS one, 2018 - journals.plos.org
Background Clinical management of children and youth with cerebral palsy (CP) is
increasingly supported by computerized gait analysis. Methods have been developed to …
increasingly supported by computerized gait analysis. Methods have been developed to …
Grammatical Evolution-Based Feature Extraction for Hemiplegia Type Detection
Hemiplegia is a condition caused by brain injury and affects a significant percentage of the
population. The effect of patients suffering from this condition is a varying degree of …
population. The effect of patients suffering from this condition is a varying degree of …