Visualization of total force on the left and right feet at different disease severity levels.

<p>Visualization of total force on the left and right feet at different disease severity levels.</p>

محفوظ في:

التفاصيل البيبلوغرافية
المؤلف الرئيسي:	Hua Huo (1818133) (author)
مؤلفون آخرون:	Shupei Jiao (20989162) (author), Dongfang Li (298810) (author), Lan Ma (112478) (author), Ningya Xu (18143909) (author)
منشور في:	2025
الموضوعات:	Immunology Biological Sciences not elsewhere classified Mathematical Sciences not elsewhere classified Information Systems not elsewhere classified parkinson &# 8217 observed significant improvements convolutional neural network 73 healthy individuals disease relies heavily assessing disease severity limited dataset size high labeling noise sensor device data performed data preprocessing efficient diagnostic method inconsistent diagnostic results improve model generalization evaluated using one dimensional transformer networks 8 per foot diagnostic reliability physionet dataset high intra efficient quantification results highlight results demonstrate series data disease diagnosis xlink "> subjective assessment significantly boost sampling rate researchers working potentially leading minute test magnitude warping linear residuals learning models individual experience including jittering fold cross f1 score conducting 10 class variability address challenges 16 sensors 100 hz
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