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David Gutman
David Gutman
Assistant Professor of Neurology, Psychiatry, Biomedical Informatics, Emory University
Zweryfikowany adres z emory.edu - Strona główna
Tytuł
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Cytowane przez
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A neural basis for social cooperation
JK Rilling, DA Gutman, TR Zeh, G Pagnoni, GS Berns, CD Kilts
Neuron 35 (2), 395-405, 2002
20582002
Skin lesion analysis toward melanoma detection: A challenge at the 2017 international symposium on biomedical imaging (isbi), hosted by the international skin imaging …
NCF Codella, D Gutman, ME Celebi, B Helba, MA Marchetti, SW Dusza, ...
2018 IEEE 15th international symposium on biomedical imaging (ISBI 2018 …, 2018
19922018
Skin lesion analysis toward melanoma detection 2018: A challenge hosted by the international skin imaging collaboration (isic)
N Codella, V Rotemberg, P Tschandl, ME Celebi, S Dusza, D Gutman, ...
arXiv preprint arXiv:1902.03368, 2019
10982019
Predicting cancer outcomes from histology and genomics using convolutional networks
P Mobadersany, S Yousefi, M Amgad, DA Gutman, JS Barnholtz-Sloan, ...
Proceedings of the National Academy of Sciences 115 (13), E2970-E2979, 2018
8972018
Comprehensive and integrated genomic characterization of adult soft tissue sarcomas
AJ Lazar, MD McLellan, MH Bailey, CA Miller, EL Appelbaum, MG Cordes, ...
Cell 171 (4), 950-965, 2017
8052017
The NKI-Rockland sample: a model for accelerating the pace of discovery science in psychiatry
KB Nooner, SJ Colcombe, RH Tobe, M Mennes, MM Benedict, AL Moreno, ...
Frontiers in neuroscience 6, 152, 2012
7822012
Skin lesion analysis toward melanoma detection: A challenge at the international symposium on biomedical imaging (ISBI) 2016, hosted by the international skin imaging …
D Gutman, NCF Codella, E Celebi, B Helba, M Marchetti, N Mishra, ...
arXiv preprint arXiv:1605.01397, 2016
7482016
Anatomical connectivity of the subgenual cingulate region targeted with deep brain stimulation for treatment-resistant depression
H Johansen-Berg, DA Gutman, TEJ Behrens, PM Matthews, ...
Cerebral cortex 18 (6), 1374-1383, 2008
6452008
Deep learning ensembles for melanoma recognition in dermoscopy images
NCF Codella, QB Nguyen, S Pankanti, DA Gutman, B Helba, AC Halpern, ...
IBM Journal of Research and Development 61 (4/5), 5: 1-5: 15, 2017
6412017
Subcallosal cingulate deep brain stimulation for treatment-resistant unipolar and bipolar depression
PE Holtzheimer, ME Kelley, RE Gross, MM Filkowski, SJ Garlow, ...
Archives of general psychiatry 69 (2), 150-158, 2012
6352012
Distinct neural signatures detected for ADHD subtypes after controlling for micro-movements in resting state functional connectivity MRI data
DA Fair, JT Nigg, S Iyer, D Bathula, KL Mills, NUF Dosenbach, ...
Frontiers in systems neuroscience 6, 80, 2013
5572013
MR imaging predictors of molecular profile and survival: multi-institutional study of the TCGA glioblastoma data set
DA Gutman, LAD Cooper, SN Hwang, CA Holder, JJ Gao, TD Aurora, ...
Radiology 267 (2), 560-569, 2013
4462013
Comparison of the accuracy of human readers versus machine-learning algorithms for pigmented skin lesion classification: an open, web-based, international, diagnostic study
P Tschandl, N Codella, BN Akay, G Argenziano, RP Braun, H Cabo, ...
The lancet oncology 20 (7), 938-947, 2019
4262019
The human tumor atlas network: charting tumor transitions across space and time at single-cell resolution
O Rozenblatt-Rosen, A Regev, P Oberdoerffer, T Nawy, A Hupalowska, ...
Cell 181 (2), 236-249, 2020
3882020
A patient-centric dataset of images and metadata for identifying melanomas using clinical context
V Rotemberg, N Kurtansky, B Betz-Stablein, L Caffery, E Chousakos, ...
Scientific data 8 (1), 34, 2021
3792021
Results of the 2016 International Skin Imaging Collaboration International Symposium on Biomedical Imaging challenge: Comparison of the accuracy of computer algorithms to …
MA Marchetti, NCF Codella, SW Dusza, DA Gutman, B Helba, A Kalloo, ...
Journal of the American Academy of Dermatology 78 (2), 270-277. e1, 2018
2882018
Outcome prediction in patients with glioblastoma by using imaging, clinical, and genomic biomarkers: focus on the nonenhancing component of the tumor
R Jain, LM Poisson, D Gutman, L Scarpace, SN Hwang, CA Holder, ...
Radiology 272 (2), 484-493, 2014
2452014
The tumor microenvironment strongly impacts master transcriptional regulators and gene expression class of glioblastoma
LAD Cooper, DA Gutman, C Chisolm, C Appin, J Kong, Y Rong, T Kurc, ...
The American journal of pathology 180 (5), 2108-2119, 2012
2432012
A tractography analysis of two deep brain stimulation white matter targets for depression
DA Gutman, PE Holtzheimer, TEJ Behrens, H Johansen-Berg, ...
Biological psychiatry 65 (4), 276-282, 2009
2362009
Predicting clinical outcomes from large scale cancer genomic profiles with deep survival models
S Yousefi, F Amrollahi, M Amgad, C Dong, JE Lewis, C Song, DA Gutman, ...
Scientific reports 7 (1), 1-11, 2017
2272017
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