K
Kristin R. Swanson
Researcher at Mayo Clinic
Publications - 191
Citations - 9116
Kristin R. Swanson is an academic researcher from Mayo Clinic. The author has contributed to research in topics: Glioma & Magnetic resonance imaging. The author has an hindex of 47, co-authored 183 publications receiving 7761 citations. Previous affiliations of Kristin R. Swanson include University of Washington & Arizona's Public Universities.
Papers
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Journal ArticleDOI
Deep neural network to locate and segment brain tumors outperformed the expert technicians who created the training data
Joseph Ross Mitchell,Konstantinos Kamnitsas,Kyle W. Singleton,Scott Whitmire,Kamala Clark-Swanson,Sara Ranjbar,Cassandra R. Rickertsen,Sandra K. Johnston,Sandra K. Johnston,Kathleen M. Egan,Dana E. Rollison,John Arrington,Karl N. Krecke,Theodore J. Passe,Jared T. Verdoorn,Alex A. Nagelschneider,Carrie M. Carr,John D. Port,Alice Patton,Norbert G. Campeau,Greta B. Liebo,Laurence J. Eckel,Christopher P. Wood,Christopher H. Hunt,Prasanna Vibhute,Kent D. Nelson,Joseph M. Hoxworth,Ameet C. Patel,Brian W. Chong,Jeffrey S. Ross,Jerrold L. Boxerman,Michael A. Vogelbaum,Leland S. Hu,Ben Glocker,Kristin R. Swanson +34 more
TL;DR: This was the first objective comparison of automated and human segmentation using a blinded controlled assessment study and the DL system learned to outperform its “human teachers” and produced output that was better, on average, than its training data.
Journal ArticleDOI
Assessment of Prognostic Value of Cystic Features in Glioblastoma Relative to Sex and Treatment With Standard-of-Care.
Lee Curtin,Paula Whitmire,Cassandra R. Rickertsen,Gina L. Mazza,Peter Canoll,Sandra K. Johnston,Sandra K. Johnston,Maciej M. Mrugala,Kristin R. Swanson,Leland S. Hu +9 more
TL;DR: Differences in the absolute and relative sizes of imaging abnormalities on MRI and the prognostic implication of cysts based on sex are reported, including the possibility that the presence of a cyst could indicate a less aggressive tumor.
Journal ArticleDOI
Using mathematical modeling to predict survival of low‐grade gliomas
TL;DR: Pallud et al. as mentioned in this paper investigated the relationship between the velocity of radial expansion and the time to the beginning of clinical follow-up since radiological diagnosis for low-grade glioma.
Journal ArticleDOI
Speed Switch in Glioblastoma Growth Rate due to Enhanced Hypoxia-Induced Migration.
Lee Curtin,Andrea Hawkins-Daarud,Kristoffer G. van der Zee,Kristin R. Swanson,Markus R. Owen +4 more
TL;DR: The PIHNA model suggests that an inherently faster-diffusing hypoxic cell population can drive the outward growth of a GBM as a whole, and that this effect is more prominent for faster-proliferating tumors that recover relatively slowly from a hypoxic phenotype.
Journal ArticleDOI
Awake Surgery for Brain Vascular Malformations and Moyamoya Disease.
Rami James N. Aoun,Mithun G. Sattur,Chandan Krishna,Amen Gupta,Matthew E. Welz,Allan D. Nanney,Antoun Koht,Matthew C. Tate,Katherine H. Noe,Joseph I Sirven,Barrett J. Anderies,Patrick B. Bolton,Terry L. Trentman,Richard S. Zimmerman,Kristin R. Swanson,Bernard R. Bendok +15 more
TL;DR: Awake surgery appears to be safe for select patients with intracranial neurovascular pathologies, and potential advantages include greater safety, shorter length of stay, and reduced cost.