Dr. Kristin Rae Swanson Profile

Dr. Kristin Rae Swanson

Professor and Vice Chair, Neurological Surgery at Mayo Clinic

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Publications (2)

SPIE Journal Paper | 16 October 2020 Open Access

Deep neural network to locate and segment brain tumors outperformed the expert technicians who created the training data

Joseph Ross Mitchell, Konstantinos Kamnitsas, Kyle Singleton, Scott Whitmire, Kamala Clark-Swanson, Sara Ranjbar, Cassandra Rickertsen, Sandra Johnston, Kathleen Egan, Dana Rollison, John Arrington, Karl Krecke, Theodore Passe, Jared Verdoorn, Alex Nagelschneider, Carrie Carr, John Port, Alice Patton, Norbert Campeau, Greta Liebo, Laurence Eckel, Christopher Wood, Christopher Hunt, Prasanna Vibhute, Kent Nelson, Joseph Hoxworth, Ameet Patel, Brian Chong, Jeffrey Ross, Jerrold Boxerman, Michael Vogelbaum, Leland Hu, Ben Glocker, Kristin Swanson

JMI, Vol. 7, Issue 05, 055501, (October 2020) https://doi.org/10.1117/12.10.1117/1.JMI.7.5.055501

KEYWORDS: Image segmentation, Tumors, Brain, Magnetic resonance imaging, Neural networks, Neuroimaging, Cancer, Databases, Data modeling, Visualization

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Proceedings Article | 7 March 2018 Paper

Simulating magnetic resonance images based on a model of tumor growth incorporating microenvironment

Pamela Jackson, Andrea Hawkins-Daarud, Savannah Partridge, Paul Kinahan, Kristin Swanson

Proceedings Volume 10577, 105771D (2018) https://doi.org/10.1117/12.2293645

KEYWORDS: Tumors, Magnetic resonance imaging, Mathematical modeling, Brain, Neuroimaging

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