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Eric Karl Oermann
Eric Karl Oermann
New York University
Verified email at georgetown.edu - Homepage
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Cited by
Year
Identifying the best machine learning algorithms for brain tumor segmentation, progression assessment, and overall survival prediction in the BRATS challenge
S Bakas, M Reyes, A Jakab, S Bauer, M Rempfler, A Crimi, RT Shinohara, ...
arXiv preprint arXiv:1811.02629, 2018
21652018
Variable generalization performance of a deep learning model to detect pneumonia in chest radiographs: a cross-sectional study
JR Zech, MA Badgeley, M Liu, AB Costa, JJ Titano, EK Oermann
PLoS medicine 15 (11), e1002683, 2018
14602018
Federated learning for predicting clinical outcomes in patients with COVID-19
I Dayan, HR Roth, A Zhong, A Harouni, A Gentili, AZ Abidin, A Liu, ...
Nature medicine 27 (10), 1735-1743, 2021
6112021
Automated deep-neural-network surveillance of cranial images for acute neurologic events
JJ Titano, M Badgeley, J Schefflein, M Pain, A Su, M Cai, N Swinburne, ...
Nature medicine 24 (9), 1337-1341, 2018
4402018
Pharmacologic inhibition of cyclin-dependent kinases 4 and 6 arrests the growth of glioblastoma multiforme intracranial xenografts
K Michaud, DA Solomon, E Oermann, JS Kim, WZ Zhong, MD Prados, ...
Cancer research 70 (8), 3228-3238, 2010
3552010
An update to the Raymond–Roy occlusion classification of intracranial aneurysms treated with coil embolization
JR Mascitelli, H Moyle, EK Oermann, MF Polykarpou, AA Patel, AH Doshi, ...
Journal of neurointerventional surgery 7 (7), 496-502, 2015
3352015
Aneurysmal subarachnoid hemorrhage: the last decade
SN Neifert, EK Chapman, ML Martini, WH Shuman, AJ Schupper, ...
Translational stroke research 12, 428-446, 2021
3002021
Stereotactic body radiation therapy (SBRT) for clinically localized prostate cancer: the Georgetown University experience
LN Chen, S Suy, S Uhm, EK Oermann, AW Ju, V Chen, HN Hanscom, ...
Radiation oncology 8, 1-10, 2013
2852013
Health system-scale language models are all-purpose prediction engines
LY Jiang, XC Liu, NP Nejatian, M Nasir-Moin, D Wang, A Abidin, K Eaton, ...
Nature 619 (7969), 357-362, 2023
2642023
An attention based deep learning model of clinical events in the intensive care unit
DA Kaji, JR Zech, JS Kim, SK Cho, NS Dangayach, AB Costa, ...
PloS one 14 (2), e0211057, 2019
2302019
MicroRNA profiling in prostate cancer-the diagnostic potential of urinary miR-205 and miR-214
A Srivastava, H Goldberger, A Dimtchev, M Ramalinga, J Chijioke, ...
PloS one 8 (10), e76994, 2013
1992013
Examining the ability of artificial neural networks machine learning models to accurately predict complications following posterior lumbar spine fusion
JS Kim, RK Merrill, V Arvind, D Kaji, SD Pasik, CC Nwachukwu, L Vargas, ...
Spine 43 (12), 853-860, 2018
1872018
Natural language–based machine learning models for the annotation of clinical radiology reports
J Zech, M Pain, J Titano, M Badgeley, J Schefflein, A Su, A Costa, ...
Radiology 287 (2), 570-580, 2018
1712018
Deep learning and neurology: a systematic review
AAA Valliani, D Ranti, EK Oermann
Neurology and therapy 8 (2), 351-365, 2019
1702019
Alterations of metabolic genes and metabolites in cancer
EK Oermann, J Wu, KL Guan, Y Xiong
Seminars in cell & developmental biology 23 (4), 370-380, 2012
1382012
Deep learning guided stroke management: a review of clinical applications
R Feng, M Badgeley, J Mocco, EK Oermann
Journal of neurointerventional surgery 10 (4), 358-362, 2018
1352018
Using a machine learning approach to predict outcomes after radiosurgery for cerebral arteriovenous malformations
EK Oermann, A Rubinsteyn, D Ding, J Mascitelli, RM Starke, JB Bederson, ...
Scientific reports 6 (1), 21161, 2016
1182016
Predicting trends in cervical spinal surgery in the United States from 2020 to 2040
SN Neifert, ML Martini, F Yuk, IT McNeill, JM Caridi, J Steinberger, ...
World neurosurgery 141, e175-e181, 2020
1082020
Confounding variables can degrade generalization performance of radiological deep learning models
JR Zech, MA Badgeley, M Liu, AB Costa, JJ Titano, EK Oermann
arXiv preprint arXiv:1807.00431, 2018
1082018
Effect of prior embolization on cerebral arteriovenous malformation radiosurgery outcomes: a case-control study
EK Oermann, D Ding, CP Yen, RM Starke, JB Bederson, D Kondziolka, ...
Neurosurgery 77 (3), 406-417, 2015
982015
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