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SciProfiles: 3931215
Scopus Author ID: 7201538646

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Education and qualifications (3)

University of Wisconsin Madison: Madison, WI, US

2011-06-05 to 2017-05-10 | Ph.D. (Medical Physics)
Education
Source: Self-asserted source
John Garrett

University of Wisconsin Madison: Madison, WI, US

2011-06-01 to 2014-05-05 | MS (Medical Physics)
Education
Source: Self-asserted source
John Garrett

Middlebury College: Middlebury, VT, US

2007-08-31 to 2011-05-14 | B.A (Physics)
Education
Source: Self-asserted source
John Garrett

Works (35)

Applying Artificial Intelligence to Quantify Body Composition on Abdominal CTs and Better Predict Kidney Transplantation Wait-List Mortality

Journal of the American College of Radiology
2025-03 | Journal article
DOI: 10.1016/j.jacr.2025.01.004
Contributors: Karim Yatim; Guilherme T. Ribas; Daniel C. Elton; Marcio A.B.C. Rockenbach; Ayman Al Jurdi; Perry J. Pickhardt; John W. Garrett; Keith J. Dreyer; Bernardo C. Bizzo; Leonardo V. Riella
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Biological age model using explainable automated CT-based cardiometabolic biomarkers for phenotypic prediction of longevity

Nature Communications
2025-02-07 | Journal article
DOI: 10.1038/s41467-025-56741-w
Contributors: Perry J. Pickhardt; Michael W. Kattan; Matthew H. Lee; B. Dustin Pooler; Ayis Pyrros; Daniel Liu; Ryan Zea; Ronald M. Summers; John W. Garrett
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Crossref

Artificial Intelligence in Radiology: A Leadership Survey

Journal of the American College of Radiology
2025-01 | Journal article
DOI: 10.1016/j.jacr.2025.01.006
Contributors: Elizabeth S. Burnside; Thomas M. Grist; Michael R. Lasarev; John W. Garrett; Elizabeth A. Morris
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Crossref

BAE-ViT: An Efficient Multimodal Vision Transformer for Bone Age Estimation

Tomography
2024-12-13 | Journal article
DOI: 10.3390/tomography10120146
Contributors: Jinnian Zhang; Weijie Chen; Tanmayee Joshi; Xiaomin Zhang; Po-Ling Loh; Varun Jog; Richard J. Bruce; John W. Garrett; Alan B. McMillan
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RobMedNAS: searching robust neural network architectures for medical image synthesis

Biomedical Physics & Engineering Express
2024-09-01 | Journal article
DOI: 10.1088/2057-1976/ad6e87
Contributors: Jinnian Zhang; Weijie Chen; Tanmayee Joshi; Meltem Uyanik; Xiaomin Zhang; Po-Ling Loh; Varun Jog; Richard Bruce; John Garrett; Alan McMillan
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Crossref

Novel biological age model using explainable automated CT-based cardiometabolic biomarkers for phenotypic prediction of longevity

2024-08-05 | Preprint
DOI: 10.21203/rs.3.rs-4707454/v1
Contributors: Perry Pickhardt; Michael Kattan; Matthew Lee; B. Dustin Pooler; Ayis Pyrros; Daniel Liu; Ryan Zea; Ronald Summers; John Garrett
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Crossref

Opportunistic Screening: Radiology Scientific Expert Panel

Radiology
2023-06-01 | Journal article
DOI: 10.1148/radiol.222044
Contributors: Perry J. Pickhardt; Ronald M. Summers; John W. Garrett; Arun Krishnaraj; Sheela Agarwal; Keith J. Dreyer; Gregory N. Nicola
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Crossref

Abdominal CT Body Composition Thresholds Using Automated AI Tools for Predicting 10-year Adverse Outcomes

Radiology
2023-02-01 | Journal article
DOI: 10.1148/radiol.220574
Contributors: Matthew H. Lee; Ryan Zea; John W. Garrett; Peter M. Graffy; Ronald M. Summers; Perry J. Pickhardt
Source: check_circle
Crossref

Improved CT-based Osteoporosis Assessment with a Fully Automated Deep Learning Tool

Radiology: Artificial Intelligence
2022-09-01 | Journal article
DOI: 10.1148/ryai.220042
Contributors: Perry J. Pickhardt; Thang Nguyen; Alberto A. Perez; Peter M. Graffy; Samuel Jang; Ronald M. Summers; John W. Garrett
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Crossref

Deep Learning CT-based Quantitative Visualization Tool for Liver Volume Estimation: Defining Normal and Hepatomegaly

Radiology
2022-01 | Journal article
DOI: 10.1148/radiol.2021210531
Contributors: Alberto A. Perez; Victoria Noe-Kim; Meghan G. Lubner; Peter M. Graffy; John W. Garrett; Daniel C. Elton; Ronald M. Summers; Perry J. Pickhardt
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Crossref

Automated CT-Based Body Composition Analysis: A Golden Opportunity

Korean Journal of Radiology
2021 | Journal article
DOI: 10.3348/kjr.2021.0775
Contributors: Perry J. Pickhardt; Ronald M. Summers; John W. Garrett
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Crossref

Diagnostic Accuracy and Failure Mode Analysis of a Deep Learning Algorithm for the Detection of Cervical Spine Fractures

American Journal of Neuroradiology
2021-08-11 | Journal article
DOI: 10.3174/ajnr.A7179
Contributors: A.F. Voter; M.E. Larson; J.W. Garrett; J.-P.J. Yu
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Crossref

Diagnosis of Coronavirus Disease 2019 Pneumonia by Using Chest Radiography: Value of Artificial Intelligence

Radiology
2021-02-24 | Journal article
DOI: 10.1148/radiol.2020202944
Contributors: Ran Zhang; Xin Tie; Zhihua Qi; Nicholas B. Bevins; Chengzhu Zhang; Dalton Griner; Thomas K. Song; Jeffrey D. Nadig; Mark L. Schiebler; John W. Garrett et al.
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Crossref

An Enhanced SMART-RECON Algorithm for Time-Resolved C-Arm Cone-Beam CT Imaging

IEEE Transactions on Medical Imaging
2020-06 | Journal article
DOI: 10.1109/TMI.2019.2960720
Contributors: Yinsheng Li; John W. Garrett; Ke Li; Charles Strother; Guang-Hong Chen
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Crossref

Quantification of temporal resolution improvement factor in SMART-RECON based time-resolved C-arm Cone beam computed tomography angiography (TR-CBCTA)

Physics in Medicine & Biology
2018-10-02 | Journal article
DOI: 10.1088/1361-6560/aadfef
Contributors: John W Garrett; Yinsheng Li; Ke Li; Yijing Wu; Kevin Johnson; Sebastian Schafer; Guang-Hong Chen
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Crossref

Time-resolved C-arm cone beam CT angiography (TR-CBCTA) imaging from a single short-scan C-arm cone beam CT acquisition with intra-arterial contrast injection

Physics in Medicine & Biology
2018-03-22 | Journal article
DOI: 10.1088/1361-6560/aab346
Contributors: Yinsheng Li; John W Garrett; Ke Li; Yijing Wu; Kevin Johnson; Sebastian Schafer; Charles Strother; Guang-Hong Chen
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Crossref

Denoised ordered subset statistically penalized algebraic reconstruction technique (DOS-SPART) in digital breast tomosynthesis

Proc. SPIE
2017 | Conference paper
DOI: 10.1117/12.2255584
Source: Self-asserted source
John Garrett

Modified ideal observer model (MIOM) for high-contrast and high-spatial resolution CT imaging tasks:

Medical Physics
2017 | Journal article
DOI: 10.1002/mp.12404
EID:

2-s2.0-85024387968
Contributors: Cruz-Bastida, J.P.; Gomez-Cardona, D.; Garrett, J.; Szczykutowicz, T.; Chen, G.-H.; Li, K.
Source: Self-asserted source
John Garrett via Scopus - Elsevier

Pushing the boundaries of diagnostic CT systems for high spatial resolution imaging tasks

Proc. SPIE
2017 | Conference paper
DOI: 10.1117/12.2255587
Source: Self-asserted source
John Garrett

Reduction of beam hardening artifacts in cone-beam CT imaging via SMART-RECON algorithm

Progress in Biomedical Optics and Imaging - Proceedings of SPIE
2016 | Conference paper
DOI: 10.1117/12.2216882
EID:

2-s2.0-84978880882
Contributors: Li, Y.; Garrett, J.; Chen, G.-H.
Source: Self-asserted source
John Garrett via Scopus - Elsevier

Correction of data truncation artifacts in differential phase contrast (DPC) tomosynthesis imaging

Physics in Medicine and Biology
2015 | Journal article
DOI: 10.1088/0031-9155/60/19/7713
EID:

2-s2.0-84942934248
Contributors: Garrett, J.; Ge, Y.; Li, K.; Chen, G.-H.
Source: Self-asserted source
John Garrett via Scopus - Elsevier

Absorption imaging performance in a future Talbot-Lau interferometer based breast imaging system

Medical Imaging 2015: Physics of Medical Imaging
2015-03 | Conference paper
DOI: 10.1117/12.2081013
Contributors: Yongshuai Ge; Wei Zhao; John Garrett; Ke Li; Guang-Hong Chen; Christoph Hoeschen; Despina Kontos; Thomas G. Flohr
Source: Self-asserted source
John Garrett via Crossref Metadata Search
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Anatomical background noise power spectrum in differential phase contrast breast images

Medical Imaging 2015: Physics of Medical Imaging
2015-03 | Conference paper
DOI: 10.1117/12.2081008
Contributors: John Garrett; Yongshuai Ge; Ke Li; Guang-Hong Chen; Christoph Hoeschen; Despina Kontos; Thomas G. Flohr
Source: Self-asserted source
John Garrett via Crossref Metadata Search
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Methods to mitigate data truncation artifacts in multi-contrast tomosynthesis image reconstructions

Medical Imaging 2015: Physics of Medical Imaging
2015-03 | Conference paper
DOI: 10.1117/12.2081017
Contributors: John Garrett; Yongshuai Ge; Ke Li; Guang-Hong Chen; Christoph Hoeschen; Despina Kontos; Thomas G. Flohr
Source: Self-asserted source
John Garrett via Crossref Metadata Search
grade
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New signal extraction method in x-ray differential phase contrast imaging with a tilted collinear analyzer grating

Medical Imaging 2015: Physics of Medical Imaging
2015-03 | Conference paper
DOI: 10.1117/12.2081015
Contributors: Yongshuai Ge; John Garrett; Ke Li; Guang-Hong Chen; Christoph Hoeschen; Despina Kontos; Thomas G. Flohr
Source: Self-asserted source
John Garrett via Crossref Metadata Search
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Anatomical background noise power spectrum in differential phase contrast and dark field contrast mammograms

Med. Phys.
2014 | Journal article
DOI: 10.1118/1.4901313
Contributors: John Garrett; Yongshuai Ge; Ke Li; Guang-Hong Chen
Source: Self-asserted source
John Garrett via Crossref Metadata Search
grade
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Grating based x-ray differential phase contrast imaging without mechanical phase stepping

Opt. Express
2014 | Journal article
DOI: 10.1364/oe.22.014246
Contributors: Yongshuai Ge; Ke Li; John Garrett; Guang-Hong Chen
Source: Self-asserted source
John Garrett via Crossref Metadata Search
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Grating-based phase contrast tomosynthesis imaging: Proof-of-concept experimental studies

Med. Phys.
2014 | Journal article
DOI: 10.1118/1.4835455
Contributors: Ke Li; Yongshuai Ge; John Garrett; Nicholas Bevins; Joseph Zambelli; Guang-Hong Chen
Source: Self-asserted source
John Garrett via Crossref Metadata Search
grade
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Statistical model based iterative reconstruction (MBIR) in clinical CT systems. Part II. Experimental assessment of spatial resolution performance

Med. Phys.
2014-07 | Journal article
DOI: 10.1118/1.4884038
Contributors: Ke Li; John Garrett; Yongshuai Ge; Guang-Hong Chen
Source: Self-asserted source
John Garrett via Crossref Metadata Search
grade
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Fast data acquisition method in X-ray differential phase contrast imaging using a new grating design

Medical Imaging 2014: Physics of Medical Imaging
2014-03 | Conference paper
DOI: 10.1117/12.2043886
Contributors: Yongshuai Ge; Ke Li; John Garrett; Guang-Hong Chen; Bruce R. Whiting; Christoph Hoeschen
Source: Self-asserted source
John Garrett via Crossref Metadata Search
grade
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Correlation between human observer performance and model observer performance in differential phase contrast CT

Med. Phys.
2013 | Journal article
DOI: 10.1118/1.4822576
Contributors: Ke Li; John Garrett; Guang-Hong Chen
Source: Self-asserted source
John Garrett via Crossref Metadata Search
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WE‐G‐103‐03: BEST IN PHYSICS (IMAGING) ‐ The Feasibility of An X‐Ray Differential Phase Contrast Tomosynthesis System Adapted From a Clinical Digital Breast Tomosynthesis System

Medical Physics
2013 | Journal article
DOI: 10.1118/1.4815663
EID:

2-s2.0-85024800492
Contributors: li, K.; Garrett, J.; ge, Y.; Chen, G.
Source: Self-asserted source
John Garrett via Scopus - Elsevier

How to determine detection performance of a DPC-CT system from a conventional cone beam CT system?

Medical Imaging 2013: Physics of Medical Imaging
2013-03-06 | Conference paper
DOI: 10.1117/12.2008087
Contributors: Ke Li; John Garrett; Nicholas Bevins; Joseph Zambelli; Guang-Hong Chen; Robert M. Nishikawa; Bruce R. Whiting
Source: Self-asserted source
John Garrett via Crossref Metadata Search
grade
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Radiation dose reduction in dual-energy CT using Prior Image Constrained Compressed Sensing: image quality evaluation in virtual monochromatic imaging

Medical Imaging 2013: Physics of Medical Imaging
2013-03-06 | Conference paper
DOI: 10.1117/12.2007606
Contributors: Stephen Brunner; John Garrett; Yinsheng Li; Jie Tang; Kari Pulfer; Jiang Hsieh; Howard Rowley; Guang-Hong Chen; Robert M. Nishikawa; Bruce R. Whiting
Source: Self-asserted source
John Garrett via Crossref Metadata Search
grade
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TU‐E‐217BCD‐10: Dose Reduction in Digital Breast Tomosynthesis with the Dose Reduction Prior Image Constrained Compressed Sensing (DR‐PICCS) Algorithm

Medical Physics
2012 | Journal article
DOI: 10.1118/1.4735982
EID:

2-s2.0-85024781734
Contributors: Garrett, J.; Tang, J.; Zhang, Y.; Ruth, C.; Jing, Z.; Chen, G.H.
Source: Self-asserted source
John Garrett via Scopus - Elsevier

Peer review (1 review for 1 publication/grant)

Review activity for Journal of neurointerventional surgery. (1)
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