Hand Tremor

Hand tremor, an involuntary shaking of the hands, is a key symptom in several neurological disorders like Parkinson's disease and essential tremor, making its objective and accurate assessment crucial for diagnosis and treatment monitoring. Current research focuses on developing automated tremor analysis systems using deep learning models, particularly those employing computer vision techniques to analyze video recordings of hand movements, and leveraging multiple-instance learning to handle the complexities of real-world data collection. These advancements offer the potential for more objective, efficient, and accessible diagnostic tools, improving patient care and clinical decision-making.