Implementation and performance of automated software to compute the RV/LV diameter ratio from CT pulmonary angiography images

Kumamaru, Kanako, George, Elizabeth, Aghayev, Ayaz, Saboo, Sachin S., Khandelwal, Ashish, Rodríguez López, Sara, Cai, Tianrun, Jiménez Carretero, Daniel, San José Estépar, Raúl, Ledesma Carbayo, María Jesús ORCID: https://orcid.org/0000-0001-6846-3923, González, Germán and Rybicki, Frank J. (2015). Implementation and performance of automated software to compute the RV/LV diameter ratio from CT pulmonary angiography images. "Journal of Computer Assisted Tomography", v. 40 (n. 3); pp. 387-392. ISSN 0363-8715. https://doi.org/10.1097/RCT.0000000000000375.

Descripción

Título: Implementation and performance of automated software to compute the RV/LV diameter ratio from CT pulmonary angiography images
Autor/es:
  • Kumamaru, Kanako
  • George, Elizabeth
  • Aghayev, Ayaz
  • Saboo, Sachin S.
  • Khandelwal, Ashish
  • Rodríguez López, Sara
  • Cai, Tianrun
  • Jiménez Carretero, Daniel
  • San José Estépar, Raúl
  • Ledesma Carbayo, María Jesús https://orcid.org/0000-0001-6846-3923
  • González, Germán
  • Rybicki, Frank J.
Tipo de Documento: Artículo
Título de Revista/Publicación: Journal of Computer Assisted Tomography
Fecha: Mayo 2015
ISSN: 0363-8715
Volumen: 40
Número: 3
Materias:
ODS:
Palabras Clave Informales: Pulmonary embolism, computer-aided detection, prognosis, right ventricular strain, diameter ratio
Escuela: E.T.S.I. Telecomunicación (UPM)
Departamento: Ingeniería Electrónica
Licencias Creative Commons: Reconocimiento - Sin obra derivada - No comercial

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Resumen

Objective: The aim of this study was to prospectively test the performance and potential for clinical integration of software that automatically calculates the right-to-left ventricular (RV/LV) diameter ratio from computed tomography pulmonary angiography images.
Methods: Using 115 computed tomography pulmonary angiography images that were positive for acute pulmonary embolism, we prospectively evaluated RV/LV ratio measurements that were obtained as follows: (1) completely manual measurement (reference standard), (2) completely automated measurement using the software, and (3 and 4) using a customized software interface that allowed 2 independent radiologists to manually adjust the automatically positioned calipers.
Results: Automated measurements underestimated (P < 0.001) the reference standard (1.09 [0.25] vs1.03 [0.35]). With manual correction of the automatically positioned calipers, the mean ratio became closer to the reference standard (1.06 [0.29] by read 1 and 1.07 [0.30] by read 2), and the correlation improved (r = 0.675 to 0.872 and 0.887). The mean time required for manual adjustment (37 [20] seconds) was significantly less than the time required to perform measurements entirely manually (100 [23] seconds).
Conclusions: Automated CT RV/LV diameter ratio software shows promise for integration into the clinical workflow for patients with acute pulmonary embolism.

Más información

ID de Registro: 43630
Identificador DC: https://oa.upm.es/43630/
Identificador OAI: oai:oa.upm.es:43630
URL Portal Científico: https://portalcientifico.upm.es/es/ipublic/item/5493424
Identificador DOI: 10.1097/RCT.0000000000000375
URL Oficial: https://insights.ovid.com/article/00004728-2016050...
Depositado por: Memoria Investigacion
Depositado el: 26 Oct 2016 15:48
Ultima Modificación: 12 Nov 2025 00:00