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Intra-domain task-adaptive transfer learning to determine acute ischemic stroke onset time. Comput Med Imaging Graph. 2021 Apr 24; 90:101926.
Zhang H, Polson JS, Nael K, Salamon N, Yoo B, El-Saden S, Scalzo F, Speier W, Arnold CW. PMID: 33934065.
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PubMed Mentions: Fields:
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Discovering and interpreting transcriptomic drivers of imaging traits using neural networks. Bioinformatics. 2020 06 01; 36(11):3537-3548.
Smedley NF, El-Saden S, Hsu W. PMID: 32101278.
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PubMed Mentions:
1 Fields:
Translation:
HumansCells
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Predicting ischemic stroke tissue fate using a deep convolutional neural network on source magnetic resonance perfusion images. J Med Imaging (Bellingham). 2019 Apr; 6(2):026001.
Ho KC, Scalzo F, Sarma KV, Speier W, El-Saden S, Arnold C. PMID: 31131293.
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PubMed Mentions:
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A Machine Learning Approach for Classifying Ischemic Stroke Onset Time From Imaging. IEEE Trans Med Imaging. 2019 07; 38(7):1666-1676.
Ho KC, Speier W, Zhang H, Scalzo F, El-Saden S, Arnold CW. PMID: 30802855.
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PubMed Mentions:
2 Fields:
Translation:
Humans
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Classifying Acute Ischemic Stroke Onset Time using Deep Imaging Features. AMIA Annu Symp Proc. 2017; 2017:892-901.
Ho KC, Speier W, El-Saden S, Arnold CW. PMID: 29854156.
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PubMed Mentions:
4 Fields:
Translation:
Humans
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Automatic Classification of Ultrasound Screening Examinations of the Abdominal Aorta. J Digit Imaging. 2016 12; 29(6):742-748.
Morioka C, Meng F, Taira R, Sayre J, Zimmerman P, Ishimitsu D, Huang J, Shen L, El-Saden S. PMID: 27400914.
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PubMed Mentions:
3 Fields:
Translation:
HumansPHPublic Health
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Assessing Variability in Brain Tumor Segmentation to Improve Volumetric Accuracy and Characterization of Change. IEEE EMBS Int Conf Biomed Health Inform. 2016 Feb; 2016:380-383.
Rios Piedra EA, Taira RK, El-Saden S, Ellingson BM, Bui AAT, Hsu W. PMID: 28670648.
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PubMed Mentions:
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Medical Imaging Informatics. Adv Exp Med Biol. 2016; 939:167-224.
Hsu W, El-Saden S, Taira RK. PMID: 27807748.
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PubMed Mentions: Fields:
Translation:
Humans
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White matter changes in chronic alcoholic liver disease: Hypothesized association and putative biochemical mechanisms. Med Hypotheses. 2015 Dec; 85(6):825-34.
Hathout L, Huang J, Zamani A, Morioka C, El-Saden S. PMID: 26474927.
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PubMed Mentions:
2 Fields:
Translation:
HumansCells
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Cost analysis of vestibular schwannoma screening with contrast-enhanced magnetic resonance imaging in patients with asymmetrical hearing loss. J Laryngol Otol. 2016 Jan; 130(1):21-4.
Pan P, Huang J, Morioka C, Hathout G, El-Saden SM. PMID: 26365591.
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PubMed Mentions:
1 Fields:
Translation:
Humans
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Predicting discharge mortality after acute ischemic stroke using balanced data. AMIA Annu Symp Proc. 2014; 2014:1787-96.
Ho KC, Speier W, El-Saden S, Liebeskind DS, Saver JL, Bui AA, Arnold CW. PMID: 25954451.
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PubMed Mentions:
12 Fields:
Translation:
Humans
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Association of calcified carotid atheromas visualized on panoramic images and aortic arch calcifications seen on chest radiographs of postmenopausal women. J Am Dent Assoc. 2014 Apr; 145(4):345-51.
Friedlander AH, El-Saden SM, Aghazadehsanai N, Chang TI, Harada ND, Garrett NR. PMID: 24686967.
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PubMed Mentions:
1 Fields:
Translation:
Humans
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Imaging-based observational databases for clinical problem solving: the role of informatics. J Am Med Inform Assoc. 2013 Nov-Dec; 20(6):1053-8.
Bui AA, Hsu W, Arnold C, El-Saden S, Aberle DR, Taira RK. PMID: 23775172.
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PubMed Mentions:
3 Fields:
Translation:
Humans
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Imaging informatics for consumer health: towards a radiology patient portal. J Am Med Inform Assoc. 2013 Nov-Dec; 20(6):1028-36.
Arnold CW, McNamara M, El-Saden S, Chen S, Taira RK, Bui AA. PMID: 23739614.
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PubMed Mentions:
12 Fields:
Translation:
Humans
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Complex imaging features of accidental cerebral intraventricular gadolinium administration. J Neurosurg. 2013 May; 118(5):1130-4.
Nayak NB, Huang JC, Hathout GM, Shaba W, El-Saden SM. PMID: 23495884.
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PubMed Mentions:
2 Fields:
Translation:
Humans
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Unifying acute stroke treatment guidelines for a Bayesian belief network. Stud Health Technol Inform. 2013; 192:1012.
Love A, Arnold CW, El-Saden S, Liebeskind DS, Andrada L, Saver J, Bui AA. PMID: 23920786.
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PubMed Mentions:
1 Fields:
Translation:
Humans
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Carotid artery stenosis: wide variability in reporting formats--a review of 127 Veterans Affairs medical centers. Radiology. 2013 Jan; 266(1):289-94.
Cheng EM, Bravata DM, El-Saden S, Vassar SD, Ofner S, Williams LS, Keyhani S. PMID: 23143022.
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PubMed Mentions:
2 Fields:
Translation:
Humans
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Context-based electronic health record: toward patient specific healthcare. IEEE Trans Inf Technol Biomed. 2012 Mar; 16(2):228-34.
Hsu W, Taira RK, El-Saden S, Kangarloo H, Bui AA. PMID: 22395637.
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PubMed Mentions:
14 Fields:
Translation:
Humans
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Basal ganglia structures differentially contribute to verbal fluency: evidence from Human Immunodeficiency Virus (HIV)-infected adults. Neuropsychologia. 2012 Feb; 50(3):390-5.
Thames AD, Foley JM, Wright MJ, Panos SE, Ettenhofer M, Ramezani A, Streiff V, El-Saden S, Goodwin S, Bookheimer SY, Hinkin CH. PMID: 22223078.
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PubMed Mentions:
13 Fields:
Translation:
Humans
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Determining word sequence variation patterns in clinical documents using multiple sequence alignment. AMIA Annu Symp Proc. 2011; 2011:934-43.
Meng F, Morioka CA, El-Saden S. PMID: 22195152.
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PubMed Mentions:
2 Fields:
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Nitrous oxide-induced B12 deficiency myelopathy: Perspectives on the clinical biochemistry of vitamin B12. J Neurol Sci. 2011 Feb 15; 301(1-2):1-8.
Hathout L, El-Saden S. PMID: 21112598.
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PubMed Mentions:
23 Fields:
Translation:
HumansAnimalsCells
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Clinical Case-based Retrieval Using Latent Topic Analysis. AMIA Annu Symp Proc. 2010 Nov 13; 2010:26-30.
Arnold CW, El-Saden SM, Bui AA, Taira R. PMID: 21346934.
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PubMed Mentions:
18 Fields:
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A tool for improving the longitudinal imaging characterization for neuro-oncology cases. AMIA Annu Symp Proc. 2008 Nov 06; 712-6.
Taira RK, Taira R, Bui A, Bui AA, Hsu W, Bashyam V, Dube S, Watt E, Andrada L, El-Saden S, Cloughesy T, Kangarloo H. PMID: 18999139.
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PubMed Mentions:
1 Fields:
Translation:
Humans
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Efficient multilevel brain tumor segmentation with integrated bayesian model classification. IEEE Trans Med Imaging. 2008 May; 27(5):629-40.
Corso JJ, Sharon E, Dube S, El-Saden S, Sinha U, Yuille A. PMID: 18450536.
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PubMed Mentions:
37 Fields:
Translation:
Humans
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A methodology to integrate clinical data for the efficient assessment of brain-tumor patients. Inform Health Soc Care. 2008 Mar; 33(1):55-68.
Morioka CA, El-Saden S, Pope W, Sayre J, Duckwiler G, Meng F, Bui A, Kangarloo H. PMID: 18604762.
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PubMed Mentions:
2 Fields:
Translation:
Humans
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Informatics in radiology: A prototype Web-based reporting system for onsite-offsite clinician communication. Radiographics. 2007 Jul-Aug; 27(4):1201-11.
Arnold CW, Bui AA, Morioka C, El-Saden S, Kangarloo H. PMID: 17620477.
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PubMed Mentions:
6 Fields:
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OpenSourcePACS: an extensible infrastructure for medical image management. IEEE Trans Inf Technol Biomed. 2007 Jan; 11(1):94-109.
Bui AA, Morioka C, Dionisio JD, Johnson DB, Sinha U, Ardekani S, Taira RK, Aberle DR, El-Saden S, Kangarloo H. PMID: 17249408.
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PubMed Mentions:
8 Fields:
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StructConsult: structured real-time wet read consultation infrastructure to support patient care. Stud Health Technol Inform. 2007; 129(Pt 1):429-33.
Morioka C, Dionisio JD, Bui A, El-Saden S, Kangarloo H. PMID: 17911753.
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PubMed Mentions:
1 Fields:
Translation:
Humans
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Innominate artery occlusive disease: sonographic findings. AJR Am J Roentgenol. 2006 Feb; 186(2):394-400.
Grant EG, El-Saden SM, Madrazo BL, Baker JD, Kliewer MA. PMID: 16423944.
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PubMed Mentions:
7 Fields:
Translation:
Humans
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Content based image retrieval for MR image studies of brain tumors. Conf Proc IEEE Eng Med Biol Soc. 2006; 2006:3337-40.
Dube S, El-Saden S, Cloughesy TF, Sinha U. PMID: 17946561.
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PubMed Mentions:
2 Fields:
Translation:
Humans
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Sonographic NASCET index: a new doppler parameter for assessment of internal carotid artery stenosis. AJNR Am J Neuroradiol. 2005 Jan; 26(1):68-75.
Hathout GM, Fink JR, El-Saden SM, Grant EG. PMID: 15661704.
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PubMed Mentions:
10 Fields:
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Effect of an imaging-based streamlined electronic healthcare process on quality and costs. Acad Radiol. 2004 Jan; 11(1):13-20.
Bui AA, Taira RK, Goldman D, Dionisio JD, Aberle DR, El-Saden S, Sayre J, Rice T, Kangarloo H. PMID: 14746397.
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PubMed Mentions: Fields:
Translation:
Humans
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Automated medical problem list generation: towards a patient timeline. Stud Health Technol Inform. 2004; 107(Pt 1):587-91.
Bui AA, Taira RK, El-Saden S, Dordoni A, Aberle DR. PMID: 15360880.
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PubMed Mentions:
13 Fields:
Translation:
Humans
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Accuracy of contrast-enhanced MR angiography in predicting angiographic stenosis of the internal carotid artery: linear regression analysis. AJNR Am J Neuroradiol. 2003 Oct; 24(9):1747-56.
Hathout GM, Duh MJ, El-Saden SM. PMID: 14561597.
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PubMed Mentions:
2 Fields:
Translation:
Humans
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Workflow management of HIS/RIS textual documents with PACS image studies for neuroradiology. AMIA Annu Symp Proc. 2003; 475-9.
Morioka CA, El-Saden S, Duckwiler G, Zou Q, Ying R, Bui A, Johnson D, Kangarloo H. PMID: 14728218.
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PubMed Mentions:
1 Fields:
Translation:
Humans
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A customizable MR brain imaging atlas of structure and function for decision support. AMIA Annu Symp Proc. 2003; 604-8.
Sinha U, El-Saden S, Duckwiler G, Thompson L, Ardekani S, Kangarloo H. PMID: 14728244.
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PubMed Mentions: Fields:
Translation:
Humans
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Structured reporting in neuroradiology. Ann N Y Acad Sci. 2002 Dec; 980:259-66.
Morioka CA, Sinha U, Taira R, el-Saden S, Duckwiler G, Kangarloo H. PMID: 12594095.
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PubMed Mentions:
2 Fields:
Translation:
Humans
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Evidence-based radiology: requirements for electronic access. Acad Radiol. 2002 Jun; 9(6):662-9.
Bui AA, Taira RK, Dionisio JD, Aberle DR, El-Saden S, Kangarloo H. PMID: 12061740.
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PubMed Mentions:
5 Fields:
Translation:
Humans
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Symptom spread to contiguous body parts as a presentation of cerebral ischemia. Cerebrovasc Dis. 2002; 14(2):84-9.
Cohen SN, Muthukumaran A, Gasser H, El-Saden S. PMID: 12187011.
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PubMed Mentions: Fields:
Translation:
Humans
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Imaging of the internal carotid artery: the dilemma of total versus near total occlusion. Radiology. 2001 Nov; 221(2):301-8.
El-Saden SM, Grant EG, Hathout GM, Zimmerman PT, Cohen SN, Baker JD. PMID: 11687668.
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PubMed Mentions:
16 Fields:
Translation:
Humans
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Transcranial Doppler pulsatility indices as a measure of diffuse small-vessel disease. J Neuroimaging. 2001 Jul; 11(3):229-35.
Kidwell CS, el-Saden S, Livshits Z, Martin NA, Glenn TC, Saver JL. PMID: 11462287.
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PubMed Mentions:
33 Fields:
Translation:
Humans
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Disease specific intelligent pre-fetch and hanging protocol for diagnostic neuroradiology workstations. Proc AMIA Symp. 2001; 468-72.
Morioka CA, Valentino DJ, Duckwiler G, El-Saden S, Sinha U, Bui A, Kangarloo H. PMID: 11825232.
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PubMed Mentions:
2 Fields:
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MR imaging of cervical spine motion with HASTE. Magn Reson Imaging. 1999 Apr; 17(3):371-81.
Duerinckx AJ, Yu WD, El-Saden S, Kim D, Wang JC, Sandhu HS. PMID: 10195580.
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PubMed Mentions:
2 Fields:
Translation:
Humans
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Cerebral gangliogliomas: preoperative grading using FDG-PET and 201Tl-SPECT. AJNR Am J Neuroradiol. 1998 May; 19(5):801-6.
Kincaid PK, El-Saden SM, Park SH, Goy BW. PMID: 9613489.
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PubMed Mentions:
9 Fields:
Translation:
Humans
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Transcranial color Doppler imaging of brain arteriovenous malformations in adults. J Ultrasound Med. 1997 May; 16(5):327-34.
el-Saden SM, Grant EG, Sayre J, Vinuela F, Duckwiler G. PMID: 9315170.
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PubMed Mentions: Fields:
Translation:
HumansCTClinical Trials
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Assessment of intraaxial and extraaxial brain lesions with digitized computed tomographic images versus film: ROC analysis. Acad Radiol. 1997 Feb; 4(2):90-5.
el-Saden SM, Hademenos GJ, Zhu W, Sayre JW, Glenn B, Steidler J, Kode L, King B, Quinones D, Valentino DJ, Bentson JR. PMID: 9061080.
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PubMed Mentions: Fields:
Translation:
Humans