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David Gutman
David Gutman
Assistant Professor of Neurology, Psychiatry, Biomedical Informatics, Emory University
Adresse e-mail validée de emory.edu - Page d'accueil
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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
19092002
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
13772018
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
6772018
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
6742012
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
6442017
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
6192019
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
6062008
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
5882012
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
5212016
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
5162017
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
5142013
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
4122013
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
2922019
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
2542020
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
2252014
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
2232012
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
2202009
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
2182018
Voltammetric and pharmacological characterization of dopamine release from single exocytotic events at rat pheochromocytoma (PC12) cells
KD Kozminski, DA Gutman, V Davila, D Sulzer, AG Ewing
Analytical chemistry 70 (15), 3123-3130, 1998
2001998
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
1882021
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