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Ventricular Septum

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Image Segmentation of the Ventricular Septum in Fetal Cardiac Ultrasound Videos Based on Deep Learning Using Time-Series Information.

Biomolecules 33171658
Image segmentation is the pixel-by-pixel detection of objects, which is the most challenging but informative in the fundamental tasks of machine learning including image classification and object detection. Pixel-by-pixel segmentation is required to ...
Deep Learning Female Fetal Heart Humans Image Processing, Computer-Assisted Pregnancy Ultrasonography, Prenatal Ventricular Septum
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MRI Deep Learning-Based Automatic Segmentation of Interventricular Septum for Black-Blood Myocardial T2* Measurement in Thalassemia.

Journal of magnetic resonance imaging : JMRI 37941460
BACKGROUND: The T2* value of interventricular septum is routinely reported for grading myocardial iron load in thalassemia major, and automatic segmentation of septum could shorten analysis time and reduce interobserver variability.
Adolescent Adult beta-Thalassemia Deep Learning Female Humans Image Processing, Computer-Assisted Iron Overload Magnetic Resonance Imaging Male Middle Aged Myocardium Observer Variation Reproducibility of Results Retrospective Studies Thalassemia Ventricular Septum Young Adult
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