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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
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
18632018
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
12892018
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
4872021
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
4022018
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
3422010
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
3182015
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
2752013
Aneurysmal subarachnoid hemorrhage: the last decade
SN Neifert, EK Chapman, ML Martini, WH Shuman, AJ Schupper, ...
Translational stroke research 12, 428-446, 2021
2332021
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
1992019
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
1962013
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
1632018
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
1622018
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
1472023
Deep learning and neurology: a systematic review
AAA Valliani, D Ranti, EK Oermann
Neurology and therapy 8 (2), 351-365, 2019
1452019
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
1332012
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
1262018
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
1072016
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
992018
CyberKnife radiosurgery for inoperable stage IA non-small cell lung cancer: 18F-fluorodeoxyglucose positron emission tomography/computed tomography serial tumor response assessment
S Vahdat, EK Oermann, SP Collins, X Yu, M Abedalthagafi, P DeBrito, ...
Journal of hematology & oncology 3, 1-6, 2010
962010
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
932015
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