Utilizing Artificial Intelligence-Based Deformable Registration for Global and Layer-Specific Cardiac MRI Strain Analysis in Healthy Children and Young Adults.

Journal: Academic radiology
PMID: 38177034

Abstract

RATIONALE AND OBJECTIVES: The absence of published reference values for multilayer-specific strain measurement using cardiac magnetic resonance (CMR) in young healthy individuals limits its use. This study aimed to establish normal global and layer-specific strain values in healthy children and young adults using a deformable registration algorithm (DRA).

Authors

  • Sarv Priya
    The University of Iowa Iowa City, Iowa, USA.
  • Tyler Hartigan
    Department of Radiology, University of Iowa Hospitals and Clinics, 200 Hawkins Drive, Iowa City, IA 52242 (S.P., T.H., S.G., O.A.F.D.P., A.W.).
  • Sarah S Perry
    Department of Biostatistics, University of Iowa, Iowa City, Iowa (S.S.P.).
  • Sawyer Goetz
    Department of Radiology, University of Iowa Hospitals and Clinics, 200 Hawkins Drive, Iowa City, IA 52242 (S.P., T.H., S.G., O.A.F.D.P., A.W.).
  • Otavio Augusto Ferreira Dalla Pria
    Department of Radiology, University of Iowa Hospitals and Clinics, 200 Hawkins Drive, Iowa City, IA 52242 (S.P., T.H., S.G., O.A.F.D.P., A.W.).
  • Abigail Walling
    Department of Radiology, University of Iowa Hospitals and Clinics, 200 Hawkins Drive, Iowa City, IA 52242 (S.P., T.H., S.G., O.A.F.D.P., A.W.).
  • Prashant Nagpal
    Department of Radiology, University of Iowa Hospitals and Clinics, Iowa City, IA, USA.
  • Ravi Ashwath
    Division of Pediatric Cardiology, Department of Pediatrics, University of Iowa Hospitals and Clinics, Iowa City, Iowa (R.A.).
  • Xiaoming Bi
    Siemens Medical Solutions USA, Inc, Chicago, IL, USA.
  • Teodora Chitiboi
    Siemens Healthcare GmbH, Department of CMR, Hamburg, Deutschland.

Keywords

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