mP-Gait: Fine-grained Parkinson's Disease Gait Impairment Assessment with Robust Feature Analysis
Authors
WZ
Wenhao Zhang
DX
Dongyu Xia
YP
Yang Pan
ZL
Zeshui Li
GC
Guihai Chen
Human Pose & Activity RecognitionPhysicians, Nurses & CliniciansPhysical Therapists & Rehabilitation Specialists
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Research Questions
3- How can mmWave radar enable fine-grained assessment of gait impairment in Parkinson's patients?Category: Clinical Diagnosis, Decision Support, and Diagnostic TransparencySimilar questionsarrow_forward
- Which gait feature extraction algorithms can improve precision of Parkinson's gait assessment?Category: Clinical Diagnosis, Decision Support, and Diagnostic TransparencySimilar questionsarrow_forward
- How can non-contact radar-based UPDRS-III gait scoring models optimize prediction performance?Category: Clinical Diagnosis, Decision Support, and Diagnostic TransparencySimilar questionsarrow_forward
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Practical Problems
1- Gait impairment assessment in Parkinson's patients currently relies on subjective diagnosis and is hard to quantify over time.Category: Clinical Diagnosis, Decision Support, and Diagnostic TransparencySimilar questionsarrow_forward
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2024
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Human Pose & Activity Recognition
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Physicians, Nurses & Clinicians, Physical Therapists & Rehabilitation Specialists
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