| 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 | 2367 | 2018 |
| A neural basis for social cooperation JK Rilling, DA Gutman, TR Zeh, G Pagnoni, GS Berns, CD Kilts Neuron 35 (2), 395-405, 2002 | 2114 | 2002 |
| 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 | 1432 | 2019 |
| 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 | 1004 | 2018 |
| 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 | 895 | 2017 |
| 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 | 889 | 2016 |
| 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 | 827 | 2012 |
| 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 | 700 | 2017 |
| 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 | 659 | 2012 |
| 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 | 659 | 2008 |
| 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 | 566 | 2013 |
| 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 | 491 | 2019 |
| 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 | 487 | 2021 |
| 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 | 468 | 2013 |
| 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 | 442 | 2020 |
| 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 | 308 | 2018 |
| 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 | 255 | 2014 |
| 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 | 254 | 2012 |
| 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 | 244 | 2009 |
| 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 | 240 | 2017 |
Joel SaltzSUNY Distinguished Professor and Chair of Biomedical Informatics, Stony Brook UniversityVerified email at stonybrook.edu
