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Conditional Variational Autoencoder for Functional Connectivity Analysis of ASD fMRI Data
Autism Spectrum Disorder (ASD), a complex neurodevelopmental condition, has been a subject of extensive research and clinical investigation due to its diverse manifestations and challenging diagnostic criteria. Existing methods for analyzing functional MRI (fMRI) data, particularly in the context of autism spectrum disorder (ASD), have faced significant...
Published: 2/25/2025
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Inventor(s): Mariia Sidulova, Chung Hyuk Park
Keywords(s):
Category(s): Technology Classifications > Computers Electronics & Software > Sensors, Technology Classifications > Computers Electronics & Software > Artificial Intelligence, Technology Classifications > Computers Electronics & Software, Technology Classifications > Computers Electronics & Software > Image Processing and Analysis, Technology Classifications > Medical Devices > Neurostimulation
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Apparatus for Automated Nerve Identification with Polarimetric Imaging and Artificial Intelligence
Researchers at GW have developed a novel solution to identify nerve tissues that can allow an accurate effective performance of a nerve-related surgery. The novel solution is based on a deep-learning network framework that utilizes a U-Net architecture with a Transformer block based fusion module at the bottleneck. The identification of nerve tissues...
Published: 2/18/2025
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Inventor(s): Chung Hyuk Park, Gary Milam, Baijun Xie
Keywords(s):
Category(s): Technology Classifications > Medical Devices > Cardiology, Technology Classifications > Medical Devices > Neurostimulation, Technology Classifications > Medical Devices > Diagnostic Devices
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Real-time hand-gesture registration and recognition system for hands-free virtual-reality (VR) systems
Researchers at The George Washington University are developing an innovative device and method that can quickly and easily register and learn an user’s personalized hand gestures in real time. The invention pertains to depth sensors for VR headsets with hand tracking, and the software algorithms to learn (register) user’s individualized...
Published: 2/18/2025
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Inventor(s): Chung Hyuk Park, WonHyong Lee, Sang-Youn Kim, Deug-Yong An, Sun-Young Shin
Keywords(s):
Category(s): Technology Classifications > Computers Electronics & Software > Image Processing and Analysis
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Robotic Therapy for Children on the Autism Spectrum
Researchers at the George Washington University have invented a novel emotional interaction robot and a robotic therapy for children and particularly for children on autism spectrum. The robotic therapy uses behavioral analysis automation to provide treatment and assessment of emotional communication and social skills of children with autism.
The rapid...
Published: 2/18/2025
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Inventor(s): Chung Hyuk Park
Keywords(s):
Category(s): Technology Classifications > Medical Devices > Therapeutic Devices, Technology Classifications > Computers Electronics & Software > Robotics
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