ArticleSensors (Basel, Switzerland)2025
Cross-Scanner Harmonization of AI/DL Accelerated Quantitative Bi-Parametric Prostate MRI.
Dariya Malyarenko, Scott D Swanson, Jacob Richardson, Suzan Lowe, James O'Connor, Yun Jiang, Reve Chahine, Shane A Wells, Thomas L Chenevert
Abstract read
In one paragraphArticle in Sensors (Basel, Switzerland), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
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What it found
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2 · The registryThe trial behind it
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3 · Its place in the literatureWho cites it
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4 · The recordCorrections and comments
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5 · Who and what moneyAuthors and funding
9 authors.
Dariya MalyarenkoDepartment of Radiology, University of Michigan Medical School, Ann Arbor, MI 48109, USA.ORCID 0000-0003-0403-1501 Scott D SwansonDepartment of Radiology, University of Michigan Medical School, Ann Arbor, MI 48109, USA.ORCID 0000-0002-4714-4031 Jacob RichardsonDepartment of Radiology, University of Michigan Medical School, Ann Arbor, MI 48109, USA.
Suzan LoweDepartment of Radiology, University of Michigan Medical School, Ann Arbor, MI 48109, USA.
James O'ConnorDepartment of Radiology, University of Michigan Medical School, Ann Arbor, MI 48109, USA.
Reve ChahineDepartment of Radiology, University of Michigan Medical School, Ann Arbor, MI 48109, USA.
Shane A WellsDepartment of Radiology, University of Michigan Medical School, Ann Arbor, MI 48109, USA.
Thomas L ChenevertDepartment of Radiology, University of Michigan Medical School, Ann Arbor, MI 48109, USA.
Funding
Elimination of Instrumental Bias for Quantitative Diffusion Imaging in Clinical Oncology TrialsR01CA190299 · NCI · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI MALYARENKO, DARIYA I. · 2015 to 2025
$6.4M3D High Resolution Magnetic Resonance Fingerprinting for Prostate CancerR37CA263583 · NCI · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI Yun Jiang · 2021 to 2026
$3.8MQuantitative imaging tools to derive DW-MRI oncological biomarkersU01CA211205 · NCI · SLOAN-KETTERING INST CAN RESEARCH · PI DAVE, AMITA, SCHWARTZ, LAWRENCE H · 2017 to 2021
$3.4MQuantitative MRI to automatically delineate intraprostatic tumor for radiation therapyR01CA284172 · NCI · BECKMAN RESEARCH INSTITUTE/CITY OF HOPE · PI GUO, JIA, JIANG, YUN · 2024 to 2025
$1.4MTOPIC 421: MULTI-COMPARTMENT PHANTOM MATERIALS FOR QUANTITATIVE, MULTI-PARAMETIC MRI OF THE PROSTATE75N91021C00036 · NCI · PI LYNCH, JOHN · 2021 to 2021
$397kNCI NIH HHS 75N91021C00036NCI NIH HHS R01 CA190299NCI NIH HHS R01 CA284172NCI NIH HHS R37 CA263583NCI NIH HHS U01 CA211205NIH HHS 1C06TW190299-21NIH HHS 75N91021C00036, U01CA211205, R01CA190299University of Michigan Basic Radiologic Sciences pilot project fund
6 · The paper itselfAbstract
Clinical application of AI/DL-aided acquisitions for quantitative bi-parametric (q-bp)MRI requires validation and harmonization across vendor platforms. An AI/DL-accelerated q-bpMRI, including 5-echo T
Indexed as
Magnetic Resonance ImagingProstateProstatic NeoplasmsHumansImage Processing, Computer-AssistedMalePhantoms, ImagingSignal-To-Noise RatioAI/DL-accelerated image reconstructionapparent diffusion coefficient (ADC)bi-parametric MRImulti-vendor harmonizationprostate imaging reporting data systems (PIRADS)quantitative parameter mappingrelaxationT2
Identifiers
PMID41013096
PMCPMC12473519
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