Publication
Spatially Aware Acquisition-Independent Deep Learning for IVIM MRI Parameter Estimation in Patients With Esophageal Cancer.
Daan Kuppens, Roman S Oort, Sebastiano Barbieri, Stella Mook, Gert J Meijer, Oliver J Gurney-Champion
Magnetic resonance in medicineSep 14, 2026PMID 42740333doi:10.1002/mrm.70592 Journal ArticlepubmedProvenance
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- PubMed
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- Sep 30, 2026
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- ING-PUBMED-20260930-000001
Abstract
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PURPOSE: Neural controlled differential equations (NCDEs) recently emerged as a robust deep learning approach for quantitative MRI parameter estimation. NCDEs offer flexibility to changes in acquisition protocols by modeling the signal evolution dynamics. However, NCDE implementations operate on a…
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- cancerMalignant Esophageal Neoplasmdictionary0.60
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