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ResearcherID: M-2467-2017

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Employment (1)

University of Pennsylvania: Philadelphia, PA, US

Professor (RA-Radiology)
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University of Pennsylvania via ORCID Member Portal

Works (8)

Effective Structured Information Extraction from Chest Radiography Reports Using Open-Weights Large Language Models

Radiology
2025-01-01 | Journal article
DOI: 10.1148/radiol.243659
Contributors: James C. Gee; Michael S. Yao
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Beyond Macrostructure: Is There a Role for Radiomics Analysis in Neuroimaging ?

Magnetic Resonance in Medical Sciences
2024 | Journal article
DOI: 10.2463/mrms.rev.2024-0053
Contributors: Sandhitsu R. Das; Ademola Ilesanmi; David A. Wolk; James C. Gee
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SynthA1c: Towards Clinically Interpretable Patient Representations for Diabetes Risk Stratification

2023 | Book chapter
DOI: 10.1007/978-3-031-46005-0_5
Contributors: Michael S. Yao; Allison Chae; Matthew T. MacLean; Anurag Verma; Jeffrey Duda; James C. Gee; Drew A. Torigian; Daniel Rader; Charles E. Kahn, Jr.; Walter R. Witschey et al.
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ANTsX neuroimaging-derived structural phenotypes of UK Biobank

2023-01-18 | Preprint
DOI: 10.1101/2023.01.17.23284693
Contributors: Nicholas J. Tustison; Michael A. Yassa; Batool Rizvi; Philip A. Cook; Andrew J. Holbrook; Mithra T. Sathishkumar; Mia G. Tustison; James C. Gee; James R. Stone; Brian B. Avants
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Phases of volume loss in patients with known frontotemporal lobar degeneration spectrum pathology

Neurobiology of Aging
2022-05 | Journal article
DOI: 10.1016/j.neurobiolaging.2022.02.007
Contributors: Sarah E. Burke; Jeffrey S. Phillips; Christopher A. Olm; Claire S. Peterson; Phillip A. Cook; James C. Gee; Edward B. Lee; John Q. Trojanowski; Lauren Massimo; David J. Irwin et al.
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Anatomical Structures, Cell Types, and Biomarkers Tables Plus 3D Reference Organs in Support of a Human Reference Atlas

2021-06-01 | Other
DOI: 10.1101/2021.05.31.446440
Contributors: Katy Börner; Sarah A. Teichmann; Ellen M. Quardokus; James Gee; Kristen Browne; David Osumi-Sutherland; Bruce W. Herr, II; Andreas Bueckle; Hrishikesh Paul; Muzlifah A. Haniffa et al.
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Convolutional Neural Network for Automated FLAIR Lesion Segmentation on Clinical Brain MR Imaging

American Journal of Neuroradiology
2019-08-25 | Journal article
DOI: 10.3174/ajnr.A6138
Contributors: M.T. Duong; J.D. Rudie; J. Wang; L. Xie; S. Mohan; J.C. Gee; A.M. Rauschecker
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Decomposing cerebral blood flow MRI into functional and structural components: A non-local approach based on prediction

NeuroImage
2015-01 | Journal article
DOI: 10.1016/j.neuroimage.2014.10.052
Contributors: Benjamin M. Kandel; Danny J.J. Wang; John A. Detre; James C. Gee; Brian B. Avants
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Peer review (1 review for 1 publication/grant)

Review activity for Nature communications (1)
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