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AI Based Disease Prognosis of Patients with Parkinson's Disease

Unmet NeedParkinson’s Disease affects over 6 million people globally, and is one of the fastest growing neurodegenerative diseases in prevalence, disability, and deaths (GBD 2016 Parkinson’s Disease Collaborators). Presently, Parkinson’s diagnosis and prognosis depend on monitoring a patient’s symptoms and occasional imaging of the affected region of...

Published: 6/28/2024 | Inventor(s): Yong Du, Kevin Leung, Martin Pomper

Keywords(s):

Category(s): Technology Classifications > Computers, Electronics & Software > Artificial Intelligence, Clinical and Disease Specializations > Neurology > Parkinson’s Disease, Clinical and Disease Specializations > Neurology > Parkinson's Disease, Technology Classifications > Diagnostics

AI-based Disease Detection from Raw SPECT and PET Data without Image Reconstruction

Inventor(s): Yong Du, Kevin Leung, Martin Pomper, Steven RoweUnmet NeedParkinson’s disease (PD) is the second most common neurodegenerative disorder, with approximately 60,000 Americans diagnosed with it each year. It is a progressive nervous system disorder that affects movement, from small tremors to a loss of automatic movements. One of the tools...

Published: 6/28/2024 | Inventor(s): Yong Du, Kevin Leung, Martin Pomper, Steven Rowe

Keywords(s):

Category(s): Technology Classifications > Computers, Electronics & Software > Artificial Intelligence, Technology Classifications > Computers, Electronics & Software > Image Processing & Analysis, Clinical and Disease Specializations > Neurology > Parkinson’s Disease, Clinical and Disease Specializations > Neurology > Parkinson's Disease, Technology Classifications > Diagnostics

AI Based Medical Image Generation

Unmet NeedAdvances in medical imaging has radically changed the practice of medicine in the last few decades. Recently, machine learning techniques have been shown to produce higher fidelity images in various modalities and to aid in diagnostics (Lundervold & Lundervold, 2019). Machine learning imaging research require large datasets to be trained...

Published: 6/28/2024 | Inventor(s): Yong Du, Kevin Leung, Martin Pomper, Steven Rowe, Wenyi Shao

Keywords(s):

Category(s): Technology Classifications > Computers, Electronics & Software > Artificial Intelligence, Technology Classifications > Computers, Electronics & Software > Databases, Technology Classifications > Computers, Electronics & Software > Image Processing & Analysis, Technology Classifications > Computers, Electronics & Software > Machine Learning, Technology Classifications > Medical Devices > Imaging

Ai-based Image Reconstruction for SPECT and PET

Unmet NeedSPECT and PET imaging are two modalities which are widely implemented for the diagnosis, research and management of many diseases. The quality of their images is depleted by noise and other factors, causing the images to suffer from low resolution and artifacts. In addition, current iterative reconstruction techniques are extremely time consuming....

Published: 6/28/2024 | Inventor(s): Yong Du, Wenyi Shao, Martin Pomper

Keywords(s):

Category(s): Technology Classifications > Medical Devices > Imaging, Technology Classifications > Computers, Electronics & Software > Artificial Intelligence, Technology Classifications > Computers, Electronics & Software > Image Processing & Analysis