Jonathon S. Cummock
Neurology • Stroke
| Systems Medicine and Bioengineering, Houston Methodist Hospital · Houston, USA | |
| MD/PhD Program, Texas A&M University School of Medicine · Bryan, USA |
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About
My current research lies in the intersection of artificial intelligence (machine learning and deep learning) applied to stroke neuroimaging. My research focus currently is on enhancing, augmenting, and linking multiple neuroimaging modalities such as MRI and CT to improve early disease detection and intervention. Specifically, Iām working on using AI to improve early stroke detection, acute ischemic stroke automatic segmentation, multimodality neuroimaging mapping, and stroke outcome prediction.
ORCID ID
http://orcid.org/0000-0002-2479-6264
Reviewer Keywords
acute ischemic stroke artificial intelligence computed tomography deep learning machine learning mri brain neuroimaging outcome prediction social determinant of health socioeconomic factors strokePublications (1)
Recent article categories: Neurology, Emergency Medicine, Healthcare Technology
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