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Conditional Variational Autoencoder for Functional Connectivity Analysis of ASD fMRI Data: A Comparative Study
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: 7/30/2024   |   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
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: 7/30/2024   |   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
Electrical Stimulation of the Claustrum for Treatment of Epilepsy
One third of people with epilepsy – around 1 million in the US alone – do not respond to antiepileptic medications. Yet, existing technologies offer very limited benefits in controlling seizures in these patients with pharmaco-resistant epilepsy. The present invention presents a method for treating pharmaco-resistant epilepsy by deep...
Published: 9/11/2024   |   Inventor(s): Mohamad Koubeissi
Keywords(s):  
Category(s): Technology Classifications > Medical Devices > Diagnostic Devices, Technology Classifications > Medical Devices > Neurostimulation