[HTML][HTML] Key concepts, common pitfalls, and best practices in artificial intelligence and machine learning: focus on radiomics

B Koçak - Diagnostic and Interventional Radiology, 2022 - ncbi.nlm.nih.gov
Artificial intelligence (AI) and machine learning (ML) are increasingly used in radiology
research to deal with large and complex imaging data sets. Nowadays, ML tools have …

Clinician's guide to trustworthy and responsible artificial intelligence in cardiovascular imaging

L Szabo, Z Raisi-Estabragh, A Salih… - Frontiers in …, 2022 - frontiersin.org
A growing number of artificial intelligence (AI)-based systems are being proposed and
developed in cardiology, driven by the increasing need to deal with the vast amount of …

Atrial fibrillation prediction by combining ECG markers and CMR radiomics

ER Pujadas, Z Raisi-Estabragh, L Szabo, CI Morcillo… - Scientific Reports, 2022 - nature.com
Atrial fibrillation (AF) is the most common cardiac arrhythmia. It is associated with a higher
risk of important adverse health outcomes such as stroke and death. AF is linked to distinct …

Multi-ethnic study of atherosclerosis: relationship between left ventricular shape at cardiac MRI and 10-year outcomes

CA Mauger, K Gilbert, A Suinesiaputra, DA Bluemke… - Radiology, 2022 - pubs.rsna.org
Background Left ventricular (LV) subclinical remodeling is associated with adverse
outcomes and indicates mechanisms of disease development. Standard metrics such as LV …

Left ventricular noncompaction cardiomyopathy: Recent advances

J Cuevas, R Ptaszynski, H Cigarrán… - Polish Heart …, 2022 - journals.viamedica.pl
From its initial description to the present day, left ventricular noncompaction cardiomyopathy
has been the subject of numerous studies and publications. In question as a real …

Left ventricular noncompaction: a disease or a phenotypic trait?

G Casas, JF Rodriguez-Palomares… - Revista Española de …, 2022 - Elsevier
Left ventricular noncompaction is a poorly defined and controversial entity, with wide
phenotypic expression: from a simple anatomical trait to a disease with overt cardiac …

Miocardio no compactado:¿ una enfermedad o un rasgo fenotípico?

G Casas, JF Rodríguez-Palomares… - Revista Española de …, 2022 - Elsevier
El miocardio no compactado es una entidad mal definida y en controversia, con una amplia
expresividad fenotípica: desde un simple rasgo anatómico hasta una enfermedad con grave …

Image Processing Techniques for Analysis of Myocardial Fibrosis and Related Cardiomyopathies in Cardiac Magnetic Resonance Imaging

N Farrag - 2022 - repository.library.carleton.ca
Myocardial fibrosis (MF) is a common feature of cardiac disease, characterized by excessive
deposition of collagen (ie, scar tissue) and expansion of the myocardial extracellular volume …