Tag: Video analysis
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Video-Based Machine Learning for Predicting DBS Outcomes in Parkinson’s Disease
Overview Deep brain stimulation (DBS) represents a transformative option for carefully selected Parkinson’s disease (PD) patients, offering relief from motor symptoms when medication alone is insufficient. Recent advances in video-based machine learning (ML) seek to forecast DBS outcomes more accurately, enabling clinicians to tailor interventions, set realistic expectations, and optimize patient selection. Building on foundational…
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Video-Based Machine Learning Models Predicting Deep Brain Stimulation Outcomes in Parkinson’s Disease
Overview Deep brain stimulation (DBS) has transformed the treatment landscape for Parkinson’s disease (PD), offering symptom relief for many patients who do not respond adequately to medication. As DBS becomes more widely available, clinicians face the challenge of selecting the right candidates and predicting who will benefit most. Recent advances in video-based machine learning (ML)…