Sex matters: a comprehensive comparison of female and male hearts

SR St. Pierre, M Peirlinck, E Kuhl - Frontiers in physiology, 2022 - frontiersin.org
Cardiovascular disease in women remains under-diagnosed and under-treated. Recent
studies suggest that this is caused, at least in part, by the lack of sex-specific diagnostic …

Multimodality imaging in ischemic chronic cardiomyopathy

G Muscogiuri, M Guglielmo, A Serra, M Gatti… - Journal of …, 2022 - mdpi.com
Ischemic chronic cardiomyopathy (ICC) is still one of the most common cardiac diseases
leading to the development of myocardial ischemia, infarction, or heart failure. The …

Prediction of incident cardiovascular events using machine learning and CMR radiomics

ER Pujadas, Z Raisi-Estabragh, L Szabo… - European …, 2023 - Springer
Objectives Evaluation of the feasibility of using cardiovascular magnetic resonance (CMR)
radiomics in the prediction of incident atrial fibrillation (AF), heart failure (HF), myocardial …

Papillary-muscle-derived radiomic features for hypertrophic cardiomyopathy versus hypertensive heart disease classification

Q Liu, Q Lu, Y Chai, Z Tao, Q Wu, M Jiang, J Pu - Diagnostics, 2023 - mdpi.com
Purpose: This study aimed to assess the value of radiomic features derived from the
myocardium (MYO) and papillary muscle (PM) for left ventricular hypertrophy (LVH) …

Noninvasive Techniques for Tracking Biological Aging of the Cardiovascular System: JACC Family Series

Z Raisi-Estabragh, L Szabo, A Schuermans… - Cardiovascular …, 2024 - jacc.org
Population aging is one of the most important demographic transformations of our time.
Increasing the “health span”—the proportion of life spent in good health—is a global priority …

A robust radiomic-based machine learning approach to detect cardiac amyloidosis using cardiac computed tomography

F Lo Iacono, R Maragna, G Pontone… - Frontiers in …, 2023 - frontiersin.org
Introduction Cardiac amyloidosis (CA) shares similar clinical and imaging characteristics
(eg, hypertrophic phenotype) with aortic stenosis (AS), but its prognosis is generally worse …

Perfect Match: Radiomics and Artificial Intelligence in Cardiac Imaging

B Baeßler, S Engelhardt, A Hekalo… - Circulation …, 2024 - Am Heart Assoc
Cardiovascular diseases remain a significant health burden, with imaging modalities like
echocardiography, cardiac computed tomography, and cardiac magnetic resonance …

Multilevel comparison of deep learning models for function quantification in cardiovascular magnetic resonance: On the redundancy of architectural variations

C Ammann, T Hadler, J Gröschel… - Frontiers in …, 2023 - frontiersin.org
Background Cardiac function quantification in cardiovascular magnetic resonance requires
precise contouring of the heart chambers. This time-consuming task is increasingly being …

A structural heart-brain axis mediates the association between cardiovascular risk and cognitive function

A Jaggi, ELS Conole, Z Raisi-Estabragh… - Imaging …, 2024 - direct.mit.edu
Elevated vascular disease risk associates with poorer cognitive function, but the mechanism
for this link is poorly understood. A leading theory, the structural-functional model argues …

[PDF][PDF] Non-invasive techniques for tracking biological aging of the cardiovascular system

S Petersen, Z Raisi Estabragh, L Szabo… - JACC: Cardiovascular …, 2024 - qmro.qmul.ac.uk
Population aging is one of the most important demographic transformations of our time.
Increasing the “health span”—the proportion of life spent in good health—is a global priority …