Automatic slice-alignment method in cardiac magnetic resonance imaging for evaluation of the right ventricle in patients with pulmonary hypertension
Source abstract
Abstract
We propose a new automatic slice-alignment method, which enables right ventricular scan planning in addition to the left ventricular scan planning developed in our previous work, to simplify right ventricular cardiac scan planning and assess its accuracy and the clinical acceptability of the acquired imaging planes in the evaluation of patients with pulmonary hypertension. Steady-state free precession (SSFP) sequences covering the whole heart in the end-diastolic phase with ECG gating were used to acquire 2D axial multislice images. To realize right ventricular scan planning, two morphological feature points are added to be detected and a total of eight morphological features of the heart were extracted from these series of images, and six left ventricular planes and four right ventricular planes were calculated simultaneously based on the extracted features. The subjects were 33 patients (25 with chronic thromboembolic pulmonary hypertension and 8 with idiopathic pulmonary arterial hypertension). The four right ventricular reference planes including right ventricular short-axis, 4-chamber, 2-chamber, and 3-chamber images were evaluated. The acceptability of the acquired imaging planes was visually evaluated using a 4-point scale, and the angular differences between the results obtained by this method and by conventional manual annotation were measured for each view. The average visual scores were 3.9±0.4 for short-axis images, 3.8±0.4 for 4-chamber images, 3.8±0.4 for 2-chamber images, and 3.5±0.6 for 3-chamber images. The average angular differences were 8.7±5.3, 8.3±4.9, 8.1±4.8, and 7.9±5.3 degrees, respectively. The processing time was less than 2.5 seconds in all subjects. The proposed method, which enables right ventricular scan planning in addition to the left ventricular scan planning developed in our previous work, can provide clinically acceptable planes in a short time and is useful because special proficiency in performing cardiac MR for patients with right ventricles of various sizes and shapes is not required.
Source: crossref · Quality: baseline
Research context
OpenAlex topics: Pulmonary Hypertension Research and Treatments · Cardiovascular Function and Risk Factors · Cardiac Valve Diseases and Treatments
SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.
Affiliations
Kyorin University School of Medicine 1 Department of Radiology, 6-20-2 Shinkawa, Mitaka-shi, Tokyo 181-8611, Japan
Multimedia Laboratory, Corporate Research & Development Center, Toshiba Corporation 2 1 Komukai Toshiba-cho, Saiwai-ku, Kawasaki 212-8582, Japan
Application Research Group, Clinical Application Research and Development Department, Center for Medical Research and Development, Toshiba Medical Systems Corporation 3 1385 Shimoishigami, Otawara-shi, Tochigi 324-8550, Japan
References (18)
Show source-provided references
1. 2009 · 2250
2. Accurate quantification of right ventricular mass at MR imaging by using cine true fast imaging with steady-state precession: study in dogs10.1148/radiol.2302021309 ↗
3. Ventricular mass index using magnetic resonance imaging accurately estimates pulmonary artery pressure10.1183/09031936.02.00014602 ↗
4. Prognostic value of right ventricular mass, volume, and function in idiopathic pulmonary arterial hypertension10.1093/eurheartj/ehl477 ↗
5. Role of cardiac magnetic resonance imaging in the management of patients with pulmonary arterial hypertension10.1016/j.jacc.2008.08.033 ↗
6. Diagnosis and management of pulmonary arterial hypertension using MR imaging10.2463/mrms.2012-0040 ↗
7. Standardized cardiovascular magnetic resonance imaging (CMR) protocols, society for cardiovascular magnetic resonance: board of trustees task force on standardized protocols10.1186/1532-429X-10-35 ↗
8. Automatic slice alignment method for cardiac magnetic resonance imaging10.1007/s10334-012-0361-4 ↗
9. Clinical application of an automatic slice-alignment method for cardiac magnetic resonance imaging10.2463/mrms.2013-0127 ↗
10. New Automatic Slice-Alignment Method for Cardiac Magnetic Resonance Imaging -Clinical evaluation with a 1.5 T scanner
11. Automated observer-independent acquisition of cardiac short-axis MR images: A pilot study10.1148/radiol.2212010177 ↗
12. Extremely randomized trees10.1007/s10994-006-6226-1 ↗
13. Automated short-axis cardiac magnetic resonance image acquisitions: Accuracy of left ventricular dimension measurements in normal subjects and patients10.1097/00004424-200412000-00006 ↗
14. Accuracy of short-axis cardiac MRI automatically derived from scout acquisitions in free-breathing and breath-holding modes10.1007/s10334-004-0073-5 ↗
15. Computerised planning of the acquisition of cardiac MR images10.1016/j.compmedimag.2004.03.006 ↗
16. Automatic view planning for cardiac MRI acquisition
17. Quantification in cardiac MRI: advances in image acquisition and processing10.1007/s10554-009-9571-x ↗
18. Operator induced variability in cardiovascular MR: Left ventricular measurements and their reproducibility