Cardiovision: a fully automated deep learning package for medical image segmentation and reconstruction generating digital twins for patients with aortic stenosis
A Rouhollahi, JN Willi, S Haltmeier, A Mehrtash… - … Medical Imaging and …, 2023 - Elsevier
Aortic stenosis (AS) is the most prevalent heart valve disease in western countries that
poses a significant public health challenge due to the lack of a medical treatment to prevent …
poses a significant public health challenge due to the lack of a medical treatment to prevent …
Deep learning supported echocardiogram analysis: A comprehensive review
G Sanjeevi, U Gopalakrishnan… - Artificial Intelligence in …, 2024 - Elsevier
An echocardiogram is a sophisticated ultrasound imaging technique employed to diagnose
heart conditions. The transthoracic echocardiogram, one of the most prevalent types, is …
heart conditions. The transthoracic echocardiogram, one of the most prevalent types, is …
Fully Automatic Left Ventricle Segmentation Using Bilateral Lightweight Deep Neural Network
The segmentation of the left ventricle (LV) is one of the fundamental procedures that must be
performed to obtain quantitative measures of the heart, such as its volume, area, and …
performed to obtain quantitative measures of the heart, such as its volume, area, and …
A Survey of Machine Learning Approaches for Segmentation of Cardiovascular Neurocristopathy related Images
Cardiovascular neurocristopathy is associated with abnormal migration and development of
neural crest cells, impacting the neural and the human cardiovascular system and leading to …
neural crest cells, impacting the neural and the human cardiovascular system and leading to …
An HPC Pipeline for Calcium Quantification of Aortic Root From Contrast-Enhanced CCT Scans
G Minghini, AU Cavallo, A Miola, V Sisini… - IEEE …, 2023 - ieeexplore.ieee.org
Precise assessment of calcification lesions in the Aortic Root (AR) is relevant for the success
of the Transcatheter Aortic Valve Implantation (TAVI) procedure. To this end, the radiologists …
of the Transcatheter Aortic Valve Implantation (TAVI) procedure. To this end, the radiologists …