Different from other computer-aided time and resource-consuming Parkinson's Tremor (PT) classification systems that rely on wearable sensors, we propose SPAPNet, which only requires consumer-grade non-intrusive video recording of camera-facing human movements as input to provide undiagnosed patients with low-cost PT ...
Jul 14, 2022
Sep 16, 2022 · We propose a Spatial Pyramidal Attention Parkinson's tremor classification Network (SPAPNet) for PT diagnosis. The proposed SPAPNet consists of ...
This paper presents a method to classify Parkinson's tremors in videos. To this end, the authors propose an attention module with a pyramidal channel-squeezing- ...
Dec 20, 2023 · Our system offers a cost-effective PT classification and tremor severity estimation results as warning signs of PD for undiagnosed patients with ...
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Posted: Mar 19, 2024
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Dec 21, 2023 · Conclusion: Our system offers a cost-effective PT classification and tremor severity estimation results as warning signs of PD for undiagnosed ...
Jul 14, 2022 · Abstract and Figures ; Pose-based Tremor Classification for PD Diagnosis from Video 7 ; 1. The comparisons on the binary classification (PT v.s..
Pose-Based Tremor Classification for Parkinson's Disease Diagnosis from Video. Haozheng Zhang, Edmond S. L. Ho, Francis Xiatian Zhang and Hubert P. H. Shum
Pose-based tremor type and level analysis for Parkinson's disease ...
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Dec 21, 2023 · SPA-PTA is presented, a deep learning-based PT classification and severity estimation system that takes consumer-grade videos of ...
Conclusion Our system offers a cost-effective PT classification and tremor severity estimation results as warning signs of PD for undiagnosed patients with PT ...