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Mind Balance Training (MBT) platform Invention Disclosure Form
INV-23033 Background: The field of precision psychiatry is emerging as a significant area in the healthcare industry due to growing acknowledgment of the role of individual variability in disease etiology, treatment response, and health outcomes. Standard practice for mental health treatment often involves therapy or medication. However, the 'one...
Published: 9/10/2024   |   Inventor(s): Susan Whitfield-Gabrieli, Clemens Bauer, Jiahe Zhang
Keywords(s): Circuit-based neuromodulation, personalized medicine, Psychiatric Disease, Wearable
Category(s): Technology Classifications > 3. Computer Science, Technology Classifications > 1. Life Science > Therapeutics, Technology Classifications > 1. Life Science, Diagnostics, Technology Classifications > 1. Life Science > Digital Health
A Robust Infant 2D Pose Estimation and Posture Detection System
Data Efficient Machine Learning: Infant Pose and Posture Estimation Institute Reference: INV-21102 Background Recent advances in computer vision have led to powerful human activity recognition models. However, models trained on large-scale adult activity datasets have limited success in estimating infant actions/behaviors due to the significant differences...
Published: 9/10/2024   |   Inventor(s): Sarah Ostadabbas, Xiaofei Huang, Nihang Fu, Shuangjun Liu
Keywords(s): Data Efficient Machine Learning,, Domain Adaptation, Infant Pose and Posture Estimation, Transfer Learning
Category(s): Technology Classifications > 3. Computer Science > High Performance Computing, Technology Classifications > 3. Computer Science > Deep Learning, Technology Classifications > 3. Computer Science > Imaging, Technology Classifications > 3. Computer Science > Software, Technology Classifications > 1. Life Science > Digital Health