User profiles for "author:M Kolossvary"

Márton Kolossváry

Gottsegen National Cardiovascular Center - Óbuda University
Verified email at gokvi.hu
Cited by 2220

[HTML][HTML] Cardiac computed tomography radiomics: a comprehensive review on radiomic techniques

M Kolossváry, M Kellermayer, B Merkely… - Journal of thoracic …, 2018 - journals.lww.com
Radiologic images are vast three-dimensional data sets in which each voxel of the
underlying volume represents distinct physical measurements of a tissue-dependent …

[HTML][HTML] Plaque imaging with CT—a comprehensive review on coronary CT angiography based risk assessment

M Kolossváry, B Szilveszter, B Merkely… - Cardiovascular …, 2017 - ncbi.nlm.nih.gov
CT based technologies have evolved considerably in recent years. Coronary CT
angiography (CTA) provides robust assessment of coronary artery disease (CAD). Early …

Advanced atherosclerosis imaging by CT: radiomics, machine learning and deep learning

M Kolossváry, CN De Cecco, G Feuchtner… - Journal of …, 2019 - Elsevier
In the last decade, technical advances in the field of medical imaging significantly improved
and broadened the application of coronary CT angiography (CCTA) for the non-invasive …

Radiomic features are superior to conventional quantitative computed tomographic metrics to identify coronary plaques with napkin-ring sign

M Kolossváry, J Karády, B Szilveszter… - Circulation …, 2017 - Am Heart Assoc
Background—Napkin-ring sign (NRS) is an independent prognostic imaging marker of
major adverse cardiac events. However, identification of NRS is challenging because of its …

[HTML][HTML] Position paper of the EACVI and EANM on artificial intelligence applications in multimodality cardiovascular imaging using SPECT/CT, PET/CT, and cardiac …

RHJA Slart, MC Williams, LE Juarez-Orozco… - European journal of …, 2021 - Springer
In daily clinical practice, clinicians integrate available data to ascertain the diagnostic and
prognostic probability of a disease or clinical outcome for their patients. For patients with …

Myocardial infarction associates with a distinct pericoronary adipose tissue radiomic phenotype: a prospective case-control study

A Lin, M Kolossváry, J Yuvaraj, S Cadet… - Cardiovascular …, 2020 - jacc.org
Objectives This study sought to determine whether coronary computed tomography
angiography (CCTA)-based radiomic analysis of pericoronary adipose tissue (PCAT) could …

Identification of invasive and radionuclide imaging markers of coronary plaque vulnerability using radiomic analysis of coronary computed tomography angiography

M Kolossváry, J Park, JI Bang, J Zhang… - European Heart …, 2019 - academic.oup.com
Aims Identification of invasive and radionuclide imaging markers of coronary plaque
vulnerability by a single, widely available non-invasive technique may provide the …

Radiomics versus visual and histogram-based assessment to identify atheromatous lesions at coronary CT angiography: an ex vivo study

M Kolossváry, J Karády, Y Kikuchi, A Ivanov, CL Schlett… - Radiology, 2019 - pubs.rsna.org
Background Visual and histogram-based assessments of coronary CT angiography have
limited accuracy in the identification of advanced lesions. Radiomics-based machine …

Artificial intelligence in cardiovascular imaging for risk stratification in coronary artery disease

A Lin, M Kolossváry, M Motwani, I Išgum… - Radiology …, 2021 - pubs.rsna.org
Artificial intelligence (AI) describes the use of computational techniques to perform tasks that
normally require human cognition. Machine learning and deep learning are subfields of AI …

Light to moderate coffee consumption is associated with lower risk of death: a UK Biobank study

J Simon, K Fung, Z Raisi-Estabragh… - European Journal of …, 2022 - academic.oup.com
Aims To study the association of daily coffee consumption with all-cause and cardiovascular
(CV) mortality and major CV outcomes. In a subgroup of participants who underwent …