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1. Artificial Intelligence in Vascular-PET:: Translational and Clinical Applications

Author

Sriram S, Paravastu, Elizabeth H, Theng, Michael A, Morris, Peter, Grayson, Michael T, Collins, Roberto, Maass-Moreno, Reza, Piri, Oke, Gerke, Abass, Alavi, Poul, Flemming Høilund-Carlsen, Lars, Edenbrandt, and Babak, Saboury

Subjects
Artificial Intelligence, Positron-Emission Tomography, Humans, Magnetic Resonance Imaging
Abstract

Positron emission tomography (PET) offers an incredible wealth of diverse research applications in vascular disease, providing a depth of molecular, functional, structural, and spatial information. Despite this, vascular PET imaging has not yet assumed the same clinical use as vascular ultrasound, CT, and MR imaging which provides information about late-onset, structural tissue changes. The current clinical utility of PET relies heavily on visual inspection and suboptimal parameters such as SUVmax; emerging applications have begun to harness the tool of whole-body PET to better understand the disease. Even still, without automation, this is a time-consuming and variable process. This review summarizes PET applications in vascular disorders, highlights emerging AI methods, and discusses the unlocked potential of AI in the clinical space.

Published
2021

2. 'Small Blood Vessels: Big Health Problems?': Scientific Recommendations of the National Institutes of Health Workshop

Author

Francesca Bosetti, Zorina S. Galis, Margaret S. Bynoe, Marc Charette, Marilyn J. Cipolla, Gregory J. del Zoppo, Douglas Gould, Thomas S. Hatsukami, Teresa L. Z. Jones, James I. Koenig, Gerard A. Lutty, Christine Maric‐Bilkan, Troy Stevens, H. Eser Tolunay, Walter Koroshetz, Dritan Agalliu, David A. Antonetti, Manfred Boehm, Claudette E. Brooks, Kathleen M. Caron, William Chilian, Mat J. Daemen, Robert D'Amato, Thomas P. Davis, Adviye Ergul, James E. Faber, Ariel R. Gomez, Peter Grayson, Isabella Grumbach, Jaime Grutzendler, Chenghua Gu, David Gutterman, John Hallenbeck, Ira Herman, Jay Humphrey, Costantino Iadecola, Edward W. Inscho, David Kleinfeld, Eng H. Lo, Jose A. Lopez, Stephen Macknik, Asrar Malik, Tanya N. Mayadas, Dorian McGavern, Gerald A. Meininger, Virginia M. Miller, Maiken Nedergaard, Mark T. Nelson, Shayn Peirce‐Cottler, Ipolia Ramadan, Gary A. Rosenberg, Ernesto L. Schiffrin, Peter Searson, Nina Stachenfeld, Radu V. Stan, Yajaira Suarez, Eroboghene E. Ubogu, Zinaida S. Vexler, Cornelia M. Weyand, Berislav V. Zlokovic, Pathology, Amsterdam Neuroscience - Neurovascular Disorders, and Amsterdam Cardiovascular Sciences

Subjects
medicine.medical_specialty, hypertension, Endothelium, endothelium, education, MEDLINE, Alternative medicine, Ischemia, Physiology, Disease, ischemia, 030204 cardiovascular system & hematology, Pathophysiology, Microcirculation, 03 medical and health sciences, Health problems, 0302 clinical medicine, Vascular Biology, Coronary Circulation, medicine, Humans, Intensive care medicine, Pathological, Special Report, health care economics and organizations, remodeling, Inflammation, Cognitive Impairment, business.industry, Hemodynamics, imaging, medicine.disease, United States, Capillaries, medicine.anatomical_structure, Special Reports, National Institutes of Health (U.S.), Blood-Brain Barrier, Cardiovascular Diseases, Health, Practice Guidelines as Topic, Endothelium/Vascular Type/Nitric Oxide, Cardiology and Cardiovascular Medicine, business, 030217 neurology & neurosurgery, Biomarkers
Abstract

Small blood vessels (generally

Published
2016

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