User profiles for "author:M Kolossvary"
Márton KolossváryGottsegen 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
Radiologic images are vast three-dimensional data sets in which each voxel of the
underlying volume represents distinct physical measurements of a tissue-dependent …
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
CT based technologies have evolved considerably in recent years. Coronary CT
angiography (CTA) provides robust assessment of coronary artery disease (CAD). Early …
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 …
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
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 …
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 …
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 …
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 …
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 …
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
Background Visual and histogram-based assessments of coronary CT angiography have
limited accuracy in the identification of advanced lesions. Radiomics-based machine …
limited accuracy in the identification of advanced lesions. Radiomics-based machine …
Artificial intelligence in cardiovascular imaging for risk stratification in coronary artery disease
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 …
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 …
(CV) mortality and major CV outcomes. In a subgroup of participants who underwent …