David Andrew Gutman MD/PhD

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Works 1-10 of 52

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Article

Predicting cancer outcomes from histology and genomics using convolutional networks

by Pooya Mobadersany; Safoora Yousefi; Mohamed Amgad; David Andrew Gutman; Jill S. Barnholtz-Sloan; Jose E. Vega; Daniel J Brat; Lee Cooper

2018

Article

MITI minimum information guidelines for highly multiplexed tissue images

by David Gutman; D Schapiro; C Yapp; A Sokolov; SM Reynolds; Y-A Chen; D Sudar; Y Xie; J Muhlich; R Arias-Camison; S Arena; AJ Taylor; M Nikolov; M Tyler; J-R Lin; EA Burlingame; YH Chang; SL Farhi; V Thorsson; N Venkatamohan; JL Drewes; D Pe'er; MD Herrmann; N Gehlenborg; P Bankhead; JT Roland; JM Herndon; MP Snyder; M Angelo; G Nolan; JR Swedlow; N Schultz; DT Merrick; SA Mazzili; E Cerami; SJ Rodig; S Santagata; PK Sorger

2022

Article

Addition of MR imaging features and genetic biomarkers strengthens glioblastoma survival prediction in TCGA patients

by Manal Nicolasjilwan; Ying Hu; Chunhua Yan; Daoud Meerzaman; Chad Holder; David Gutman; Rajan Jain; Rivka Colen; Daniel L. Rubin; Pascal O. Zinn; Scott N. Hwang; Prashant Raghavan; Dima A Hammoud; Lisa M Scarpace; Tom Mikkelsen; James Chen; Olivier Gevaert; Kenneth Buetow; John Freymann; Justin Kirby; Adam E. Flanders; Max Wintermark

2015

Article

Assessing the Effects of Software Platforms on Volumetric Segmentation of Glioblastoma

by William D. Dunn; Hugo J. W. L. Aerts; Lee Cooper; Chad A Holder; Scott N. Hwang; Carle C. Jaffe; Daniel J Brat; Rajan Jain; Adam E. Flanders; Pascal O. Zinn; Rivka R. Colen; David Andrew Gutman

2016

Article

Computer algorithms show potential for improving dermatologists' accuracy to diagnose cutaneous melanoma: Results of the International Skin Imaging Collaboration 2017

by David Gutman; MA Marchetti; K Liopyris; SW Dusza; NCF Codella; B Helba; A Kalloo; AC Halpern; HP Soyer; C Curiel-Lewandrowski; H Kittler; L Caffery; J Malvehy; RH Wellenhof

2020

Article

Image Analysis Pipeline for Renal Allograft Evaluation and Fibrosis Quantification

by Alton Farris III; Juan Vizcarra; Mohamed Amgad; Lee Alex Donald Cooper; David Gutman; Julien Hogan

2021

Article

The molecular basis of breast cancer pathological phenotypes

by Yujing J Heng; Susan C Lester; Gary MK Tse; Rachel E Factor; Kimberly H Allison; Laura C Collins; Yunn-Yi Chen; Kristin C Jensen; Nicole B Johnson; Jong Cheol Jeong; Rahi Punjabi; Sandra J Shin; Kamaljeet Singh; Gregor Krings; David A Eberhard; Puay Hoon Tan; Konstanty Korski; Frederic M Waldman; David Andrew Gutman; Melinda Sanders; Jorge S Reis-Filho; Sydney R Flanagan; Deena MA Gendoo; Gregory M Chen; Benjamin Haibe-Kains; Giovanni Ciriello; Katherine A Hoadley; Charles M Perou; Andrew H Beck

2017