Deb Gipson
University of Michigan
3 Papers
8 Citations
Deb Gipson is an academic researcher from University of Michigan. The author has contributed to research in topics: Kidney disease & Nephrotic syndrome. The author has an hindex of 3, co-authored 3 publications.
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Papers
Development and evaluation of deep learning-based segmentation of histologic structures in the kidney cortex with multiple histologic stains.
Catherine P. Jayapandian,Yijiang Chen,Andrew Janowczyk,Andrew Janowczyk,Matthew B. Palmer,Clarissa A. Cassol,Miroslav Sekulic,Miroslav Sekulic,Jeffrey B. Hodgin,Jarcy Zee,Stephen M. Hewitt,John F. O’Toole,Paula Toro,John R. Sedor,John R. Sedor,Laura Barisoni,Anant Madabhushi,Anant Madabhushi,John R. Sedor,Katherine MacRae Dell,M. Schachere,J. Negrey,Kevin V. Lemley,E. Lim,Tarak Srivastava,A. Garrett,Christine B. Sethna,K. Laurent,G B Appel,M. Toledo,L. Barisoni,Lawrence A. Greenbaum,Chia-shi Wang,C. Kang,Sharon G. Adler,Cynthia C. Nast,J. LaPage,John H. Stroger,Ambarish M. Athavale,Mathew Itteera,Alicia M. Neu,S. Boynton,Fernando C. Fervenza,Marie C. Hogan,John C. Lieske,Vladimir Chernitskiy,Frederick J. Kaskel,N. Kumar,P. Flynn,Jeffrey B. Kopp,J. Blake,Howard Trachtman,Olga Zhdanova,Frank Modersitzki,Suzanne Vento,Richard A. Lafayette,Kshama R. Mehta,Crystal A. Gadegbeku,Duncan B. Johnstone,S. Quinn-Boyle,Dan Cattran,Michelle Hladunewich,Heather N. Reich,P. Ling,M. Romano,Alessia Fornoni,C. Bidot,Matthias Kretzler,Deb Gipson,A. Williams,J. LaVigne,Vimal K. Derebail,Keisha L. Gibson,Anne Froment,S. Grubbs,Lawrence B. Holzman,Kevin E.C. Meyers,Krishna Kallem,J. Lalli,Kamal Sambandam,Z. Wang,M. Rogers,A. Jefferson,Sangeeta Hingorani,Katherine R. Tuttle,M. Bray,M. Kelton,A. Cooper,Barry I. Freedman,Jen Jar Lin +89 more
TL;DR: This largest study to date adapted deep learning for the segmentation of kidney histologic structures across multiple stains and pathology laboratories and validated deep learning networks for the segmentsation of histologic structure on kidney biopsies and nephrectomies.
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Redefining Nephrotic Syndrome in Molecular Terms: Outcome-associated molecular clusters and patient stratification with noninvasive surrogate biomarkers
Laura H. Mariani,Sean Eddy,Sebastian Martini,Felix Eichinger,Brad Godfrey,Viji Nair,Sharon G. Adler,Gerry B. Appel,Ambarish M. Athavale,Laura Barisoni,Elizabeth J. Brown,Dan Cattran,Katherine MacRae Dell,Vimal K. Derebail,Fernando C. Fervenza,Alessia Fornoni,Crystal A. Gadegbeku,Keisha L. Gibson,Deb Gipson,Lawrence A. Greenbaum,Sangeeta Hingorani,Michelle A. Hlandunewich,John Hogan,Lawrence B. Holzman,J. Ashley Jefferson,Frederick J. Kaskel,Jeffrey B. Kopp,Richard A. Lafayette,Kevin V. Lemley,John C. Lieske,Jen Jar Lin,Kevin E. Myers,Patrick H. Nachman,Cindy C. Nast,Alicia M. Neu,Heather N. Reich,Kamal Sambandam,John R. Sedor,Christine B. Sethna,Tarak Srivastava,Howard Trachtman,Cheryl L. Tran,Chia-shi Wang,Matthias Kretzler +43 more
TL;DR: In this article, a transcriptome-driven approach was used to classify patients with minimal change disease and focal segmental glomerulosclerosis in the Nephrotic Syndrome Study Network (NEPTUNE).
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