Artificial intelligence and echocardiography

M Alsharqi, WJ Woodward, JA Mumith… - Echo Research & …, 2018 - Springer
Echocardiography plays a crucial role in the diagnosis and management of cardiovascular
disease. However, interpretation remains largely reliant on the subjective expertise of the …

Artificial intelligence applied to support medical decisions for the automatic analysis of echocardiogram images: A systematic review

VS de Siqueira, MM Borges, RG Furtado… - Artificial intelligence in …, 2021 - Elsevier
The echocardiogram is a test that is widely used in Heart Disease Diagnoses. However, its
analysis is largely dependent on the physician's experience. In this regard, artificial …

Automated quantification in echocardiography

MT Nolan, P Thavendiranathan - Cardiovascular Imaging, 2019 - jacc.org
Echocardiography remains the predominant modality for cardiac imaging. Recent
technological advances have led to the availability of new echocardiographic techniques for …

[HTML][HTML] Artificial intelligence in echocardiography: The time is now

A Sehly, B Jaltotage, A He, A Maiorana… - Reviews in …, 2022 - imrpress.com
Artificial Intelligence (AI) has impacted every aspect of clinical medicine, and is predicted to
revolutionise diagnosis, treatment and patient care. Through novel machine learning (ML) …

Automatic 3D aortic annulus sizing by computed tomography in the planning of transcatheter aortic valve implantation

S Queirós, C Dubois, P Morais, T Adriaenssens… - Journal of …, 2017 - Elsevier
Background Accurate imaging assessment of aortic annulus (AoA) dimension is paramount
to decide on the correct transcatheter heart valve (THV) size for patients undergoing …

Kidney segmentation in 3-D ultrasound images using a fast phase-based approach

HR Torres, S Queirós, P Morais… - IEEE Transactions …, 2020 - ieeexplore.ieee.org
Renal ultrasound (US) imaging is the primary imaging modality for the assessment of the
kidney's condition and is essential for diagnosis, treatment and surgical intervention …

Automatic aortic root segmentation and anatomical landmarks detection for TAVI procedure planning

F Lalys, S Esneault, M Castro, L Royer… - … invasive therapy & …, 2019 - Taylor & Francis
Purpose: Minimally invasive trans-catheter aortic valve implantation (TAVI) has emerged as
a treatment of choice for high-risk patients with severe aortic stenosis. However, the …

Validation of a novel software tool for automatic aortic annular sizing in three-dimensional transesophageal echocardiographic images

S Queirós, P Morais, C Dubois, JU Voigt… - Journal of the American …, 2018 - Elsevier
Background Accurate aortic annulus (AoA) sizing is crucial for transcatheter aortic valve
implantation planning. Three-dimensional (3D) transesophageal echocardiography (TEE) is …

Efficient aortic valve multilabel segmentation using a spatial transformer network

DH Pak, A Caballero, W Sun… - 2020 IEEE 17th …, 2020 - ieeexplore.ieee.org
Automated segmentation of aortic valve components using pre-operative CT scans would
help provide quantitative metrics for better treatment planning of valve replacement …

Artificial intelligence in echocardiography

M Dorraki, PP Sengupta, JW Verjans - Intelligence-Based Cardiology and …, 2024 - Elsevier
Echocardiography is the diagnostic workhorse in cardiology, but interpretation can be
inconsistent. Machine learning (ML) and artificial intelligence (AI) are increasingly being …