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Automatic Radiological Reports and ASPECTS Calculation from Brain MRIs

Unmet NeedThe typical workflow for reporting quantitative data in Picture Archive and Communication System (PACS), is redundant, subjective, time-consuming, and hard to record. Automated radiological reports describing consistent lesion features such as location, contrast, and volumes, and related effects is a time-saver, particularly in acute conditions...

Published: 3/14/2025 | Inventor(s): Andreia Faria, Chin-Fu Liu

Keywords(s):

Category(s): Technology Classifications > Medical Devices, Technology Classifications > Diagnostics, Technology Classifications > Diagnostics > Diagnostic Imaging, Technology Classifications > Medical Devices > Imaging

Automated Pipeline for Acute Stroke Segmentation in Brain MRIs

Unmet NeedAccording to the World Health Organization annually, 15 million people worldwide suffer a stroke. Of these, 5 million die and another 5 million are left permanently disabled, placing a burden on family and community. Within the United States more than 795,000 people suffer from a stroke every year with more than 131,000 of these resulting...

Published: 3/14/2025 | Inventor(s): Andreia Faria, Chin-Fu Liu

Keywords(s):

Category(s): Technology Classifications > Computers, Electronics & Software > Image Processing & Analysis, Technology Classifications > Computers, Electronics & Software > Machine Learning

Digital 3D Brain MRI Arterial Territories Atlas

Unmet Need: The human cerebroarterial system is composed of a complex system of arteries that supply the brain cells with oxygen and nutrition. Cerebroarterial networks are difficult to analyze due to their composition of small and large arteries, which have a complex organization of branches and cyclic connections that varies among individuals. Analyzing...

Published: 3/14/2025 | Inventor(s): Andreia Faria, Chin-Fu Liu

Keywords(s):

Category(s): Clinical and Disease Specializations > Neurology, Clinical and Disease Specializations > Neurology > Alzheimer's Disease, Clinical and Disease Specializations > Neurology > Cerebral Aneurysm, Clinical and Disease Specializations > Neurology > Stroke, Clinical and Disease Specializations > Neurology > Cerebral Ischemia, Copyright, 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, Technology Classifications > Research Tools > Imaging, Technology Classifications > Computers, Electronics & Software > Artificial Intelligence