{"id":45,"date":"2024-03-01T13:15:03","date_gmt":"2024-03-01T12:15:03","guid":{"rendered":"https:\/\/semmelweis.hu\/adatvezerelt-egeszseg\/?page_id=45"},"modified":"2026-02-11T14:41:50","modified_gmt":"2026-02-11T13:41:50","slug":"kutatas","status":"publish","type":"page","link":"https:\/\/semmelweis.hu\/adatvezerelt-egeszseg\/kutatas\/","title":{"rendered":"Kutat\u00e1s"},"content":{"rendered":"
Az Eg\u00e9szs\u00e9gbiztons\u00e1g Nemzeti Laborat\u00f3rium Adatvez\u00e9relt Eg\u00e9szs\u00e9g D\u00edvizi\u00f3 publik\u00e1ci\u00f3i<\/strong><\/h6>\n

Physical imaging parameter variation drives domain shift<\/a><\/strong><\/span><\/p>\n

Oz Kilim, Alex Olar, Tam\u00e1s Jo\u00f3, Tam\u00e1s Palicz, P\u00e9ter Pollner, Istv\u00e1n Csabai\u00a0<\/span>
\nScientific Reports<\/em>, 12, 21302 (2022)<\/span><\/p>\n

\n

A Novel Prognostication System for Spinal Metastasis Patients Based on Network Science and Correlation Analysis<\/strong><\/a><\/span><\/p>\n

Mezei Tam\u00e1s, Horv\u00e1th Anna, Nagy Zolt\u00e1n, Czigl\u00e9czki G\u00e1bor, Banczerowski P\u00e9ter, B\u00e1skay J\u00e1nos, Pollner P\u00e9ter<\/span>
\nClinical Oncology<\/em>, 35<\/span>\u00a0(1)<\/span>\u00a0pp. e20-e29<\/span> (2023)<\/span><\/span><\/p>\n

\n

Automated prediction of COVID-19 severity upon admission by chest X-ray images and clinical metadata aiming at accuracy and explainability<\/a><\/strong><\/span><\/p>\n

Alex Olar, Andr\u00e1s Biricz, Zsolt Bed\u0151h\u00e1zi, Bendeg\u00faz Sulyok, P\u00e9ter Pollner, Istv\u00e1n Csabai <\/span>
\nScientific Reports<\/em>, 13, 4226 (2023)<\/span><\/p>\n

\n

Annotated dataset for training deep learning models to detect astrocytes in human brain tissue<\/a><\/strong><\/span><\/p>\n

Alex Olar, TeadoraTyler, Paulina Hoppa, Erzs\u00e9bet Frank, Istv\u00e1n Csabai, Istvan Adorjan, P\u00e9ter Pollner <\/span>
\nScientific Data<\/em>, 11, Article\u00a0number:\u00a096\u00a0(2024)<\/span><\/p>\n

\n

Are Artificial Intelligence-assisted three-dimensional histological reconstructions reliable for the assessment of trabecular microarchitecture?<\/a><\/strong><\/span><\/p>\n

J\u00e1nos B\u00e1skay, Dorottya P\u00e9nzes, Endre Kontsek, Adri\u00e1n Pesti, Andr\u00e1s Kiss, Bruna Katherine Guimar\u00e3es Carvalho, Mikl\u00f3s Sz\u00f3cska, Bence Tam\u00e1s Szab\u00f3, Csaba Dob\u00f3-Nagy, D\u00e1niel Csete, Attila M\u00f3csai, Orsolya N\u00e9meth, P\u00e9ter Pollner, Eitan Mijiritsky, M\u00e1rton Kivovics <\/span>
\nJournal of Clinical Medicine<\/em>, 13(4), 1106 (2024)<\/span><\/p>\n

\n

Reconstructing 3D histological structures using machine learning (artificial intelligence) algorithms<\/b><\/a><\/span><\/p>\n

J. B\u00e1skay, M. Kivovics, D. P\u00e9nzes, E. Kontsek, A. Pesti, A. Kiss, M. Sz\u00f3cska, O. N\u00e9meth, P. Pollner
\nDie Pathologie, 45<\/em>(S1), 67\u201373, (2024)<\/span><\/p>\n

\n

Global, regional, and national burden of stroke and its risk factors, 1990\u20132021: a systematic analysis for the Global Burden of Disease Study 2021<\/strong><\/a><\/span><\/p>\n

Feigin, Valery L et al.<\/span>
\nThe Lancet Neurology<\/em>, Volume 23, Issue 10, 973 – 1003<\/span><\/p>\n

\n

Forecasting the effects of smoking prevalence scenarios on years of life lost and life expectancy from 2022 to 2050: a systematic analysis for the Global Burden of Disease Study 2021<\/b><\/a><\/span><\/p>\n

Bryazka, Dana et al.
\n<\/span>The Lancet Public Health<\/em>, Volume 9, Issue 10, e729 – e744<\/span><\/p>\n

\n
\n<\/div>\n

Time-series sewage metagenomics distinguishes seasonal, human-derived and environmental microbial communities potentially allowing source-attributed surveillance<\/strong><\/a><\/span><\/p>\n

\u00c1gnes Becsei, Alessandro Fuschi, Saria Otani, Ravi Kant, Ilja Weinstein, Patricia Alba, J\u00f3zsef St\u00e9ger, D\u00e1vid Visontai, Christian Brinch, Miranda de Graaf, Claudia M. E. Schapendonk, Antonio Battisti, Alessandra De Cesare, Chiara Oliveri, Fulvia Troja, Tarja Sironen, Olli Vapalahti, Fr\u00e9d\u00e9rique Pasquali, Kriszti\u00e1n B\u00e1nyai, Magdolna Mak\u00f3, P\u00e9ter Pollner, Alessandra Merlotti, Marion Koopmans, Istvan Csabai, Daniel Remondini, Frank M. Aarestrup & Patrick Munk<\/span>
\nNature Communications<\/i>\u00a0volume<\/span>\u00a015, Article\u00a0number:\u00a07551\u00a0(2024)<\/span><\/p>\n

\n

Global burden of bacterial antimicrobial resistance 1990\u20132021: a systematic analysis with forecasts to 2050<\/strong><\/a><\/span><\/p>\n

Naghavi, Mohsen et al.<\/span><\/div>\n
The Lancet<\/em>, Volume 404, Issue 10459, <\/span>p1199-1226, <\/span>September 28, 2024<\/span><\/span><\/p>\n
\n<\/div>\n
\n

Factors Influencing Health Care Providers Payment Reforms in Central and Eastern European Countries<\/strong><\/a><\/p>\n

Ndayishimiye C, Tambor M, Behmane D, et al.
\nINQUIRY<\/em>: The Journal of Health Care Organization, Provision, and Financing. 2024;61.<\/p>\n

\n

Impact of regulatory tightening of the Hungarian tobacco retail market on availability, access and cigarette smoking prevalence of adolescents<\/strong><\/a><\/p>\n

Tam\u00e1s Jo\u00f3, Kristie Foley, Zolt\u00e1n Brys, Todd Rogers, Mikl\u00f3s Sz\u00f3cska, J\u00f3zsef Bodrogi, P\u00e9ter Ga\u00e1l, Melinda P\u00e9nzes
\nTob Control<\/em>, 2024;0:1\u20136<\/p>\n

\n

A szervi \u00e1tt\u00e9ttel \u00e9s m\u00e1s daganatos betegs\u00e9ggel nem rendelkez\u0151, korai st\u00e1dium\u00fa, rosszindulat\u00fa b\u00e9ldaganatos betegek k\u00f6r\u00e9ben v\u00e9gzett diagnosztikai vizsg\u00e1latok gyakorlata 2012 \u00e9s 2020 k\u00f6z\u00f6tt a hazai k\u00f6zfinansz\u00edrozott ell\u00e1t\u00e1sban<\/b><\/a><\/span><\/p>\n

Horv\u00e1th Zsolt,<\/span><\/span>\u00a0Dombr\u00e1di Viktor, <\/span><\/span>Surj\u00e1n Gy\u00f6rgy, <\/span><\/span>Sinka Fruzsina M\u00e1ria, <\/span><\/span>Surj\u00e1n Cec\u00edlia, <\/span><\/span>Belicza \u00c9va
\n<\/span><\/span>Orv Hetil, <\/em>2025; 166(20): 768\u2013782<\/span><\/p>\n

\n

Censoring Sensitivity Analysis for Benchmarking Survival Machine Learning Methods<\/b><\/a><\/span><\/p>\n

J\u00e1nos B\u00e1skay, Tam\u00e1s Mezei, P\u00e9ter Banczerowski, Anna Horv\u00e1th, Tam\u00e1s Jo\u00f3, P\u00e9ter Pollner<\/span>
\nSci<\/em>\u00a02025,\u00a07<\/em>(1), 18<\/span><\/p>\n

\n

Investigating the Performance of Retrieval-Augmented Generation and Domain-Specific Fine-Tuning for the Development of AI-Driven Knowledge-Based Systems<\/b><\/a><\/span><\/p>\n

R\u00f3bert Lakatos, P\u00e9ter Pollner, Andr\u00e1s Hajdu, Tam\u00e1s Jo\u00f3
\n<\/strong>Mach. Learn. Knowl. Extr.<\/em>\u00a02025,\u00a07<\/em>(1), 15<\/span><\/p>\n

\n

Primary prevention in hospitals in 20 high-income countries in Europe \u2013 a case of not \u201cmaking every contact count\u201d?<\/b><\/a><\/span><\/p>\n

Bernd Rechel, B\u00e9atrice Durvy, Gon\u00e7alo Figueiredo Augusto, Isabelle Aujoulat, Daiga Behmane, Anne-Carole Bensadon, Sara Burke, Melissa D\u2019Agostino, Krisztina Davidovics, Mark Dayan, Antonio Giulio De Belvis, Judith de Jong, Katarzyna Dubas-Jakobczyk, In\u00eas Fronteira, Elena Gabriel, Giuseppe Greco, Peter Groenewegen, Signe Smith Jervelund, Marios Kantaris, Madelon Kroneman, Jerneja Farkas-Lainscak, Benjamin Maurice, Luisne Mac Conghail, Liubove Murauskiene, Mircha Poldrugovac, Zsuzsa Rakosy, Silvia Gabriela Scintee, Christoph Sowada, Fr\u00e9d\u00e9ric Turblin, Desislava Vankova, Zita Velkey, Cristian Vladescu, Dorja Vocanec, Karsten Vrangb\u00e6k, Johannes W\u00fcnscher, Tuija Ylitorm\u00e4nen<\/span>
\nHealth policy<\/em> 151 (2025), 105199<\/span><\/p>\n

\n

Histopathology and proteomics are synergistic for high-grade serous ovarian cancer platinum response prediction<\/a><\/strong><\/span><\/p>\n

Oz Kilim, Alex Olar, Andr\u00e1s Biricz, Lilla Madaras, P\u00e9ter Pollner, Zolt\u00e1n Sz\u00e1ll\u00e1si, Zsofia Sztupinszki & Istv\u00e1n Csabai
\n<\/span>npj Precision Oncology<\/i>\u00a0volume<\/span>\u00a09, Article\u00a0number:\u00a027\u00a0(2025)<\/span><\/p>\n

\n

Association between COVID-19 vaccination and progression to severe outcomes in hospitalized COVID-19 patients in Hungary during the pre-Omicron era of the COVID-19 pandemic<\/strong><\/a><\/span><\/p>\n

Zolt\u00e1n Vok\u00f3, Gerg\u0151 T\u00fari, Beatrix Oroszi, \u00c9va Belicza, Tam\u00e1s Kov\u00e1ts, Veronika M\u00fcller, J\u00e1nos R\u00e9thelyi, Attila Szij\u00e1rt\u00f3, Tam\u00e1s Masszi, Istv\u00e1n Tak\u00e1cs, J\u00e1nos G\u00e1l, Zsolt G\u00f6b\u00f6l, Attila Szab\u00f3, Csaba Varga, D\u00e1vid Becker, B\u00e9la Merkely<\/span>
\nVirus Research<\/em>, Volume 361, 2025, 199633, ISSN 0168-1702<\/span><\/p>\n

\n

A hazai mammogr\u00e1fi\u00e1s sz\u0171r\u0151program <\/span><\/span>eredm\u00e9nyess\u00e9ge – <\/span><\/span>Retrospekt\u00edv k\u00f6vet\u00e9ses vizsg\u00e1lat a betegforgalmi adatok alapj\u00e1n <\/span><\/span>2010 \u00e9s 2021 k\u00f6z\u00f6tt<\/span><\/span><\/strong><\/a><\/span><\/p>\n

Belicza \u00c9va, <\/span><\/span>Surj\u00e1n Cec\u00edlia, <\/span><\/span>Dombr\u00e1di Viktor, <\/span><\/span>Surj\u00e1n Gy\u00f6rgy, <\/span><\/span>Sinka Fruzsina M\u00e1ria, <\/span><\/span>Bert\u00f3kn\u00e9 Tam\u00e1s Ren\u00e1ta,<\/span><\/span>\u00a0Horv\u00e1th Zsolt
\n<\/span><\/span><\/span><\/span>Orv Hetil,<\/em>\u00a02025; 166(43): 1689\u20131705.<\/span><\/span><\/span><\/p>\n

\n
\n

<\/span><\/div>\n

\n

Community detection in hypergraphs through hyperedge percolation<\/strong><\/a><\/p>\n

Bianka Kov\u00e1cs,\u00a0Barnab\u00e1s Benedek, Gergely Palla\u00a0
\nScientific Reports<\/i>, Volume<\/span>\u00a015, Article\u00a0number:\u00a036032<\/span>\u00a0(2025<\/span>)<\/p>\n

\n<\/div>\n

Sz\u00edvel\u00e9gtelens\u00e9gben szenved\u0151 betegek r\u00f6vid t\u00e1v\u00fa hal\u00e1loz\u00e1s\u00e1t befoly\u00e1sol\u00f3 t\u00e9nyez\u0151k haz\u00e1nkban<\/strong><\/a> – Egy adminisztrat\u00edv adatokon alapul\u00f3 retrospekt\u00edv k\u00f6vet\u00e9ses vizsg\u00e1lat eredm\u00e9nyei<\/strong><\/span><\/span><\/p>\n

\n
\u00c1gnes Anita T\u00f3th, <\/span>Fruzsina M\u00e1ria Sinka, <\/span>\u00c9va Belicza, <\/span>L\u00e1szl\u00f3 Buga
\nOrv Hetil<\/em>, 2025; 166(42): 1653\u20131665<\/span><\/span><\/span><\/span><\/p>\n
\n

\u00a0CLOVE, a Travelling Salesman\u2019s approach to hyperbolic embeddings of complex networks with communities<\/strong><\/a><\/p>\n

S\u00e1muel G. Balogh,\u00a0Bendeg\u00faz Sulyok,\u00a0Tam\u00e1s Vicsek, Gergely Palla\u00a0
\nCommunications Physics<\/em>,\u00a0Volume\u00a08, Article\u00a0number:\u00a0397\u00a0(2025)<\/p>\n

\n

<\/span>
\n<\/span><\/div>\n<\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"

Az Eg\u00e9szs\u00e9gbiztons\u00e1g Nemzeti Laborat\u00f3rium Adatvez\u00e9relt Eg\u00e9szs\u00e9g D\u00edvizi\u00f3 publik\u00e1ci\u00f3i Physical imaging parameter variation drives domain shift<\/a> Oz Kilim, Alex Olar, Tam\u00e1s Jo\u00f3, Tam\u00e1s Palicz, P\u00e9ter Pollner, Istv\u00e1n Csabai\u00a0 Scientific Reports, 12, 21302 (2022) A Novel Prognostication System for Spinal Metastasis Patients Based on Network Science and Correlation Analysis<\/a> Mezei Tam\u00e1s, Horv\u00e1th Anna, Nagy Zolt\u00e1n, Czigl\u00e9czki G\u00e1bor, Banczerowski P\u00e9ter, B\u00e1skay J\u00e1nos, Pollner P\u00e9ter Clinical Oncology, 35\u00a0(1)\u00a0pp. e20-e29 (2023) Automated prediction of COVID-19 severity upon admission by chest X-ray images and clinical metadata aiming at accuracy and explainability<\/a> Alex Olar, Andr\u00e1s Biricz, Zsolt Bed\u0151h\u00e1zi, Bendeg\u00faz Sulyok, P\u00e9ter Pollner, Istv\u00e1n …<\/p>\n","protected":false},"author":101539,"featured_media":0,"parent":0,"menu_order":2,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"footnotes":""},"categories":[],"tags":[],"class_list":["post-45","page","type-page","status-publish","hentry"],"acf":[],"_links":{"self":[{"href":"https:\/\/semmelweis.hu\/adatvezerelt-egeszseg\/wp-json\/wp\/v2\/pages\/45","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/semmelweis.hu\/adatvezerelt-egeszseg\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/semmelweis.hu\/adatvezerelt-egeszseg\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/semmelweis.hu\/adatvezerelt-egeszseg\/wp-json\/wp\/v2\/users\/101539"}],"replies":[{"embeddable":true,"href":"https:\/\/semmelweis.hu\/adatvezerelt-egeszseg\/wp-json\/wp\/v2\/comments?post=45"}],"version-history":[{"count":11,"href":"https:\/\/semmelweis.hu\/adatvezerelt-egeszseg\/wp-json\/wp\/v2\/pages\/45\/revisions"}],"predecessor-version":[{"id":619,"href":"https:\/\/semmelweis.hu\/adatvezerelt-egeszseg\/wp-json\/wp\/v2\/pages\/45\/revisions\/619"}],"wp:attachment":[{"href":"https:\/\/semmelweis.hu\/adatvezerelt-egeszseg\/wp-json\/wp\/v2\/media?parent=45"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/semmelweis.hu\/adatvezerelt-egeszseg\/wp-json\/wp\/v2\/categories?post=45"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/semmelweis.hu\/adatvezerelt-egeszseg\/wp-json\/wp\/v2\/tags?post=45"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}