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 …

Cardiac Healthcare Digital Twins Supported by Artificial Intelligence-Based Algorithms and Extended Reality—A Systematic Review

Z Rudnicka, K Proniewska, M Perkins, A Pregowska - Electronics, 2024 - mdpi.com
Recently, significant efforts have been made to create Health Digital Twins (HDTs), Digital
Twins for clinical applications. Heart modeling is one of the fastest-growing fields, which …

Ultrasound Image Analysis with Vision Transformers

M Vafaeezadeh, H Behnam, P Gifani - Diagnostics, 2024 - mdpi.com
Ultrasound (US) has become a widely used imaging modality in clinical practice,
characterized by its rapidly evolving technology, advantages, and unique challenges, such …

Lightweight and interpretable left ventricular ejection fraction estimation using mobile U-Net

M Muldoon, N Khan - 2023 IEEE 20th International Symposium …, 2023 - ieeexplore.ieee.org
Accurate LVEF measurement is important in clinical practice as it identifies patients who may
be in need of life-prolonging treatments. This paper presents a deep learning based …

A Joint Mask-Augmented Adaptive Scale Alignment and Periodicity-Aware Method for Cardiac Function Assessment in Healthcare Consumer Electronics

X Yang, Q Wang, Z Wang, H Xu… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Artificial intelligence (AI)-based medical consumer electronics have attracted increasing
attention in the fields of precision medicine and intelligent diagnosis. Accurately predicting …

Health Digital Twins Supported by Artificial Intelligence-based Algorithms and Extended Reality in Cardiology

Z Rudnicka, K Proniewska, M Perkins… - arXiv preprint arXiv …, 2024 - arxiv.org
Recently, significant efforts have been made to create Health Digital Twins (HDTs), digital
twins for clinical applications. Heart modeling is one of the fastest-growing fields, which …

Predicting Ejection Fractions from Echocardiogram Videos Using Deep Learning

D Hassan, A Obied - The International Conference on Artificial Intelligence …, 2023 - Springer
Echocardiography is a widely used imaging modality for assessing cardiac function, with
ejection fraction (EF) being a critical metric for diagnosing heart conditions. Analyzing video …

3DCNN Model for Left Ventricular Ejection Fraction Evaluation in Echocardiography

D Hassan, A Obied - 2023 Al-Sadiq International Conference …, 2023 - ieeexplore.ieee.org
Echocardiography is a popular medical imaging technique for identifying cardiovascular
issues. One of the most critical indicators of heart function is the left ventricular ejection …