AIMC Topic: Dyskinesia, Drug-Induced

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Levodopa-induced dyskinesia in Parkinson's disease: Insights from cross-cohort prognostic analysis using machine learning.

Parkinsonism & related disorders Jul 4, 2024
BACKGROUND: Prolonged levodopa treatment in Parkinson's disease (PD) often leads to motor complications, including levodopa-induced dyskinesia (LID). Despite continuous levodopa treatment, some patients do not develop LID symptoms, even in later stag...
Cohort Studies Longitudinal Studies Middle Aged Levodopa Dyskinesia, Drug-Induced Antiparkinson Agents Parkinson Disease Female Male Aged Machine Learning Prognosis Humans
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Automated assessment of levodopa-induced dyskinesia: Evaluating the responsiveness of video-based features.

Parkinsonism & related disorders May 5, 2018
INTRODUCTION: Technological solutions for quantifying Parkinson's disease (PD) symptoms may provide an objective means to track response to treatment, including side effects such as levodopa-induced dyskinesia. Vision-based systems are advantageous a...
Patient Reported Outcome Measures Video Recording Parkinson Disease Levodopa Dyskinesia, Drug-Induced Antiparkinson Agents Image Interpretation, Computer-Assisted Middle Aged Deep Learning Severity of Illness Index Biomechanical Phenomena Male Sensitivity and Specificity Humans Aged Female
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Feasibility of spirography features for objective assessment of motor function in Parkinson's disease.

Artificial intelligence in medicine Mar 31, 2017
OBJECTIVE: Parkinson's disease (PD) is currently incurable, however proper treatment can ease the symptoms and significantly improve the quality of life of patients. Since PD is a chronic disease, its efficient monitoring and management is very impor...
Predictive Value of Tests Antiparkinson Agents Middle Aged Feasibility Studies Severity of Illness Index Health Status Male Parkinson Disease Time Factors Treatment Outcome Image Processing, Computer-Assisted Diagnosis, Computer-Assisted Dyskinesia, Drug-Induced Female Aged Motor Activity Sweden Upper Extremity Hypokinesia Machine Learning Humans Retrospective Studies
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