Publications by authors named "Kristen W Yeom"

87 Publications

Multi-classifier-based identification of COVID-19 from chest computed tomography using generalizable and interpretable radiomics features.

Eur J Radiol 2021 Mar 15;136:109552. Epub 2021 Jan 15.

School of Medical Informatics, China Medical University Puhe Rd, Shenbei New District, Shenyang, Liaoning, 110122, China; Department of Radiology, School of Medicine, Stanford University 1201 Welch Rd, Lucas Center, Palo Alto, CA, 94305, United States. Electronic address:

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March 2021

Development and Validation of a Machine Learning Model to Explore Tyrosine Kinase Inhibitor Response in Patients With Stage IV EGFR Variant-Positive Non-Small Cell Lung Cancer.

JAMA Netw Open 2020 12 1;3(12):e2030442. Epub 2020 Dec 1.

Beijing Advanced Innovation Center for Big Data-Based Precision Medicine, School of Medicine and Engineering, Beihang University, Beijing, China.

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December 2020

Neonatal genetic epilepsies display convergent white matter microstructural abnormalities.

Epilepsia 2020 12 23;61(12):e192-e197. Epub 2020 Oct 23.

Department of Neurology, Division of Child Neurology, Stanford University School of Medicine, Palo Alto, CA, USA.

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December 2020

Decoding COVID-19 pneumonia: comparison of deep learning and radiomics CT image signatures.

Eur J Nucl Med Mol Imaging 2020 Oct 23. Epub 2020 Oct 23.

Department of Radiology, School of Medicine Stanford University, 725 Welch Rd MC 5654, Palo Alto, CA, 94305, USA.

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October 2020

Artificial intelligence in stroke imaging: Current and future perspectives.

Clin Imaging 2021 Jan 21;69:246-254. Epub 2020 Sep 21.

Department of Radiology, Alberta Children's Hospital Research Institute, Hotchkiss Brain Institute Cumming School of Medicine, University of Calgary, HSC Building, Room 2913, 3330 Hospital Drive NW, Calgary, AB T2N 4N1, Canada; Department Clinical Neurosciences, Alberta Children's Hospital Research Institute, Hotchkiss Brain Institute Cumming School of Medicine, University of Calgary, HSC Building, Room 2913, 3330 Hospital Drive NW, Calgary, AB T2N 4N1, Canada. Electronic address:

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January 2021

Simultaneous time of flight-MRA and T2* imaging for cerebrovascular MRI.

Neuroradiology 2021 Feb 18;63(2):243-251. Epub 2020 Sep 18.

Department of Radiology, Stanford University, Stanford, CA, USA.

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February 2021

Brain Iron Assessment after Ferumoxytol-enhanced MRI in Children and Young Adults with Arteriovenous Malformations: A Case-Control Study.

Radiology 2020 Nov 15;297(2):438-446. Epub 2020 Sep 15.

From the Department of Radiology, Division of Neuroimaging and Neurointervention (M.I.), Department of Pathology (J.L.), Department of Radiology, Lucas Center (S.J.H., M.E.M., J.R.), and Department of Neurosurgery, Division of Pediatric Neurosurgery (G.A.G.), Stanford University, Stanford, Calif; Department of Radiology, Pediatric MRI and CT, Division of Pediatric Radiology, Lucile Packard Children's Hospital, Stanford University, 725 Welch Rd, Room G516, Palo Alto, CA 94304 (M.I., N.N.N., S.N., Y.Z., K.W.Y.); and Department of Neurosurgery, Division of Pediatric Neurosurgery, University of Utah School of Medicine, Salt Lake City, UT (S.H.C.). From the 2018 RSNA Annual Meeting.

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November 2020

Congenital Hearing Loss Is Associated With a High Incidence of Central Nervous System Abnormalities.

Otol Neurotol 2020 Dec;41(10):1397-1405

Department of Otolaryngology-Head and Neck Surgery, Stanford University School of Medicine, Palo Alto, California.

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December 2020

Cerebral volume and diffusion MRI changes in children with sensorineural hearing loss.

Neuroimage Clin 2020 25;27:102328. Epub 2020 Jun 25.

Department of Radiology, Lucile Packard Children's Hospital, Stanford University, Stanford, CA, USA. Electronic address:

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June 2020

End-to-end automatic differentiation of the coronavirus disease 2019 (COVID-19) from viral pneumonia based on chest CT.

Eur J Nucl Med Mol Imaging 2020 10 22;47(11):2516-2524. Epub 2020 Jun 22.

Department of Radiology, Division of Life Sciences and Medicine, The First Affiliated Hospital of University of Science and Technology of China, No. 17, Lujiang Road, Hefei, 230036, Anhui, China.

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October 2020

Children with epilepsy demonstrate macro- and microstructural changes in the thalamus, putamen, and amygdala.

Neuroradiology 2020 Mar 18;62(3):389-397. Epub 2019 Dec 18.

Department of Radiology, Cumming School of Medicine, Universityof Calgary, Calgary, AB, Canada.

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March 2020

Altered cerebral perfusion in children with Langerhans cell histiocytosis after chemotherapy.

Pediatr Blood Cancer 2020 03 4;67(3):e28104. Epub 2019 Dec 4.

Department of Radiology, Lucile Packard Children's Hospital, School of Medicine, Stanford University, Palo Alto, California.

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March 2020

Diffusion tensor magnetic resonance imaging of the optic nerves in pediatric hydrocephalus.

Neurosurg Focus 2019 12;47(6):E16

4Division of Pediatric Neuroradiology, Department of Radiology, Lucile Packard Children's Hospital, Stanford University School of Medicine, Stanford, California.

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December 2019

Deep Learning for Automated Classification of Inferior Vena Cava Filter Types on Radiographs.

J Vasc Interv Radiol 2020 Jan 18;31(1):66-73. Epub 2019 Sep 18.

Department of Radiology, Stanford University School of Medicine, 300 Pasteur Drive, H3630, Stanford, CA, 94305; Division of Interventional Radiology, Stanford University School of Medicine, 300 Pasteur Drive, H3630, Stanford, CA, 94305. Electronic address:

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January 2020

Learning-based single-step quantitative susceptibility mapping reconstruction without brain extraction.

Neuroimage 2019 11 1;202:116064. Epub 2019 Aug 1.

Department of Electrical Engineering and Computer Sciences, University of California, Berkeley, CA, USA; Helen Wills Neuroscience Institute, University of California, Berkeley, CA, USA. Electronic address:

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November 2019

Ferumoxytol-enhanced MRI for surveillance of pediatric cerebral arteriovenous malformations.

J Neurosurg Pediatr 2019 Jul 19:1-8. Epub 2019 Jul 19.

2Department of Radiology, Lucile Packard Children's Hospital, Stanford University School of Medicine.

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July 2019