Márton József Kolossváry - ODT Personal data sheet


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Personal data sheet

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personal data approved: 2024. III. 21.

Personal data

name	Márton József Kolossváry
name of institution	Semmelweis University, Budapest
doctoral school	SE Károly Rácz Doctoral School of Clinical Medicine (Academic staff member Az oktató a doktori iskola doktoranduszai számára oktat tantárgyat, és/vagy a doktori iskola megszavazta, hogy doktoranduszok számára kutatási témát írjon ki. ) SE Doctoral School of University Semmelweis (Supervisor Az oktató valamelyik doktori iskolában egy vagy több doktorandusz vagy doktorjelölt munkáját irányítja. )
the share of work in the different doctoral schools.	SE Doctoral School of University Semmelweis 100%

Academic title
scientific degree, title	Ph.D.
year degree was obtained	2020
discipline to which degree belongs	theoretical medicine
institution granting the degree	Semmelweis University

Employment
2022 -	Gottsegen György Országos Kardiovaszkuláris Intézet (research institute, not university) other (not specified) (Oktatási és Kutatási Részlegvezető)
2022 -	Universitas Budensis egyetemi kutató

Thesis topic supervisor

number of doctoral students supervised until now

number of students who fulfilled course requirements

students who obtained their degrees:

present PhD students:

Mercédesz Matus

(PhD)

(2027/08)

SEDI (to be translated)

Thesis topic proposals

Research
research area	I specialize in artificial intelligence based image analysis of radiological images. This may help understand how risk and genetic factors affect the development and progression of pathologies.
research field in which current research is conducted	clinical medicine theoretical medicine

Publications

2021

Lin Andrew, Kolossváry Márton, Motwani Manish, Išgum Ivana, Maurovich-Horvat Pál, Slomka Piotr J, Dey Damini: Artificial Intelligence in Cardiovascular Imaging for Risk Stratification in Coronary Artery Disease., RADIOLOGY: CARDIOTHORACIC IMAGING 3: (1) e200512
type of document: Journal paper/Review paper
number of independent citations: 39
language: English
URL

2021

Slart Riemer H J A, Williams Michelle C, Juarez-Orozco Luis Eduardo, Rischpler Christoph, Dweck Marc R, Glaudemans Andor W J M, Gimelli Alessia, Georgoulias Panagiotis, Gheysens Olivier, Gaemperli Oliver, Habib Gilbert, Hustinx Roland, Cosyns Bernard, Verberne Hein J, Hyafil Fabien, Erba Paola A, Lubberink Mark, Slomka Piotr, Išgum Ivana, Visvikis Dimitris, Kolossváry Márton, Saraste Antti: Position paper of the EACVI and EANM on artificial intelligence applications in multimodality cardiovascular imaging using SPECT/CT, PET/CT, and cardiac CT, EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING 48: (5) pp. 1399-1413.
type of document: Journal paper/Article
number of independent citations: 38
language: English
URL

2020

Lin Andrew, Kolossváry Márton, Yuvaraj Jeremy, Cadet Sebastien, McElhinney Priscilla A., Jiang Cathy, Nerlekar Nitesh, Nicholls Stephen J., Slomka Piotr J., Maurovich-Horvat Pál, Wong Dennis T.L., Dey Damini: Myocardial Infarction Associates With a Distinct Pericoronary Adipose Tissue Radiomic Phenotype, JACC-CARDIOVASCULAR IMAGING 13: (11) pp. 2371-2383.
type of document: Journal paper/Article
number of independent citations: 69
language: English
URL

2019

Kolossváry M, Park J, Bang JI, Zhang J, Lee JM, Paeng JC, Merkely B, Narula J, Kubo T, Akasaka T, Koo BK, Maurovich-Horvat P: Identification of invasive and radionuclide imaging markers of coronary plaque vulnerability using radiomic analysis of coronary computed tomography angiography, EUROPEAN HEART JOURNAL-CARDIOVASCULAR IMAGING 20: (11) pp. 1250-1258.
type of document: Journal paper/Article
number of independent citations: 67
language: English
URL

2019

Kolossváry Márton, De Cecco Carlo N., Feuchtner Gudrun, Maurovich-Horvat Pál: Advanced atherosclerosis imaging by CT: Radiomics, machine learning and deep learning, JOURNAL OF CARDIOVASCULAR COMPUTED TOMOGRAPHY 13: (5) pp. 274-280.
type of document: Journal paper/Review paper
number of independent citations: 62
language: English
URL

2019

Kolossváry Márton, Karády J., Kikuchi Yasuka, Ivanov Alexander, Schlett Christopher L., Lu Michael T., Foldyna Borek, Merkely Béla, Aerts Hugo J., Hoffmann Udo, Maurovich-Horvat Pál: Radiomics versus Visual and Histogram-based Assessment to Identify Atheromatous Lesions at Coronary CT Angiography: An Ex Vivo Study, RADIOLOGY 293: (1) pp. 89-96.
type of document: Journal paper/Article
number of independent citations: 70
language: English
URL

2018

Kolossvary M, Kellermayer M, Merkely B, Maurovich-Horvat P: Cardiac Computed Tomography Radiomics: A Comprehensive Review on Radiomic Techniques, JOURNAL OF THORACIC IMAGING 33: (1) pp. 26-34.
type of document: Journal paper/Review paper
number of independent citations: 119
language: English
URL

2017

Kolossváry Márton, Szilveszter Bálint, Merkely Béla, Maurovich-Horvat Pál: Plaque imaging with CT—a comprehensive review on coronary CT angiography based risk assessment, CARDIOVASCULAR DIAGNOSIS AND THERAPY 7: (5) pp. 489-506.
type of document: Journal paper/Review paper
number of independent citations: 66
language: English
URL

2017

Kolossvary M, Karady J, Szilveszter B, Kitslaar P, Hoffmann U, Merkely B, Maurovich-Horvat P: Radiomic Features Are Superior to Conventional Quantitative Computed Tomographic Metrics to Identify Coronary Plaques With Napkin-Ring Sign, CIRCULATION-CARDIOVASCULAR IMAGING 10: (12) e006843
type of document: Journal paper/Article
number of independent citations: 162
language: English
URL

2016

Szilveszter B, Elzomor H, Karolyi M, Kolossvary M, Raaijmakers R, Benke K, Celeng C, Bartykowszki A, Bagyura Z, Lux A, Merkely B, Maurovich-Horvat P: The effect of iterative model reconstruction on coronary artery calcium quantification., INTERNATIONAL JOURNAL OF CARDIOVASCULAR IMAGING 32: (1) pp. 153-160.
type of document: Journal paper/Article
number of independent citations: 38
language: English
URL

Number of independent citations to these publications:

730

Scientometric data

list of publications and citations

number of scientific publications that meet accreditation criteria:

196

number of scientific publications:

188

monographs and professional books:

monographs/books in which chapters/sections were contributed:

scientific publications published abroad that meet the accreditation criteria:

164

publications not in Hungarian, published in Hungary, meeting the accreditation criteria:

number of independent citations to scientific publications and creative works:

1307

Supervision
thesis supervisor	Pál Maurovich-Horvát
one supervisor or with co-supervisor	individual
degree	PhD
starting of doctoral studies	2016/09
foreseen date of final certificate (year,month)	2020/08
year in which degree was obtained	2020
diszertáció	Main findings in the thesis (in Hungarian)Main findings in the thesis (in English)The thesis
data of the public discussion	defense