Estimation of Clinical Tremor using Spatio-Temporal Adversarial AutoEncoder

• Published in: 2020 25th International Conference on Pattern Recognition (ICPR) pp. 8259 - 8266
• Main Authors: Zhang, Li, Koesmahargyo, Vidya, Galatzer-Levy, Isaac
• Format: Conference Proceeding
• Language: English
• Published: IEEE 10.01.2021
• Subjects: Data models; Limiting; Medical services; Particle measurements; Pattern recognition; Predictive models; Training data

Collecting sufficient well-labeled training data is a challenging task in many clinical applications. Besides the tremendous efforts required for data collection, clinical assessments are also impacted by raters' variabilities, which may be significant even among experienced clinicians. The hig...