Masaryk University

Publication Records

česky | in English

Filter publications

    2023

    1. Extraction, labeling, clustering, and semantic mapping of segments from clinical notes
      ZELINA, Petr, Jana HALÁMKOVÁ and Vít NOVÁČEK. Extraction, labeling, clustering, and semantic mapping of segments from clinical notes. IEEE TRANSACTIONS ON NANOBIOSCIENCE. UNITED STATES: IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC, 2023, vol. 22, No 4, p. 781-788. ISSN 1536-1241. Available from: https://dx.doi.org/10.1109/TNB.2023.3275195.
      URL
      RIV/00216224:14330/23:00131334 Article in a journal. English. United States of America.
      Zelina, Petr (203 Czech Republic, guarantor, belonging to the institution) -- Halámková, Jana (203 Czech Republic, belonging to the institution) -- Nováček, Vít (203 Czech Republic, belonging to the institution)
      Keywords in English: NLP; EHR; Clinical Notes; Information Extraction; Text Classification
      International impact: yes
      Reviewed: yes
      Changed by: RNDr. Pavel Šmerk, Ph.D., učo 3880. Changed: 7/4/2024 23:08.
      More: https://is.muni.cz/publication/2300099/en
    2. ChatGPT and GPT-4: What, How and the Future
      ZELINA, Petr. ChatGPT and GPT-4: What, How and the Future. In FIESOLE Group Symposium 2023. 2023.
      URL
      Name in Czech: ChatGPT a GPT-4: co, jak a budoucnost
      Name (in English): ChatGPT and GPT-4: What, How and the Future

      Keywords in English: NLP, LLM, ChatGPT
      Changed by: Mgr. Petr Zelina, učo 469366. Changed: 13/6/2023 08:53.
      More: https://is.muni.cz/publication/2291117/en
    3. Unsupervised extraction, classification and visualization of clinical note segments using the MIMIC-III dataset
      ZELINA, Petr, Jana HALÁMKOVÁ and Vít NOVÁČEK. Unsupervised extraction, classification and visualization of clinical note segments using the MIMIC-III dataset. Online. In Proceedings of IEEE International Conference on Bioinformatics and Biomedicine (BIBM). Istanbul: IEEE, 2023, p. 4172-4178. ISBN 979-8-3503-3748-8. Available from: https://dx.doi.org/10.1109/BIBM58861.2023.10385342.
      RIV/00216224:14330/23:00133337 Proceedings paper. English. United States of America.
      Zelina, Petr (203 Czech Republic, belonging to the institution) -- Halámková, Jana (203 Czech Republic) -- Nováček, Vít (203 Czech Republic, belonging to the institution)
      Keywords in English: NLP; EHR; Clinical Notes; Information Extraction; Text Classification
      Type of proceedings: post-proceedings
      Changed by: RNDr. Pavel Šmerk, Ph.D., učo 3880. Changed: 8/4/2024 22:05.
      More: https://is.muni.cz/publication/2368016/en

    2022

    1. AI for Cancer Patient Empowerment - Interim Results of the AIcope Project
      NOVACEK, Vít, Marko ŘEHÁČEK, Petr ZELINA and Jana HALÁMKOVÁ. AI for Cancer Patient Empowerment - Interim Results of the AIcope Project. 2022.
      Name (in English): AI for Cancer Patient Empowerment - Interim Results of the AIcope Project
      English. Czech Republic.
      Keywords in English: patient empowement; oncology; AI
      Type of participation: requested lecture
      Changed by: doc. Mgr. Bc. Vít Nováček, PhD, učo 4049. Changed: 31/1/2023 18:30.
      More: https://is.muni.cz/publication/2251603/en
    2. Predikce průběhu onkologické léčby na základě podobností pacientek vypočítaných z jejich klinických zpráv
      ZELINA, Petr and Vít NOVÁČEK. Predikce průběhu onkologické léčby na základě podobností pacientek vypočítaných z jejich klinických zpráv. In Brněnské onkologické dny. 2022.
      URL
      Name in Czech: Predikce průběhu onkologické léčby na základě podobností pacientek vypočítaných z jejich klinických zpráv
      Czech. Czech Republic.
      Keywords in English: Patient similarity, NLP, Clinical notes
      Type of participation: requested lecture
      Changed by: Mgr. Petr Zelina, učo 469366. Changed: 1/2/2023 12:10.
      More: https://is.muni.cz/publication/2251919/en
    3. Unsupervised extraction, labelling and clustering of segments from clinical notes
      ZELINA, Petr, Jana HALÁMKOVÁ and Vít NOVÁČEK. Unsupervised extraction, labelling and clustering of segments from clinical notes. Online. In Proceedings of IEEE International Conference on Bioinformatics and Biomedicine (BIBM). USA: IEEE, 2022, p. 1362-1368. ISBN 978-1-6654-6820-6. Available from: https://dx.doi.org/10.1109/BIBM55620.2022.9995229.
      arXiv preprint
      Name (in English): Unsupervised extraction, labelling and clustering of segments from clinical notes
      RIV/00216224:14330/22:00127605 Proceedings paper. English. United States of America.
      Zelina, Petr (203 Czech Republic, guarantor, belonging to the institution) -- Halámková, Jana (203 Czech Republic, belonging to the institution) -- Nováček, Vít (203 Czech Republic, belonging to the institution)
      Keywords in English: NLP; EHR; Clinical Notes; Information Extraction; Text Classification
      Type of proceedings: post-proceedings
      International impact: yes
      Reviewed: yes
      Changed by: Mgr. Petr Zelina, učo 469366. Changed: 3/11/2023 10:49.
      More: https://is.muni.cz/publication/2242916/en

    2021

    1. Ensembling Ten Math Information Retrieval Systems: MIRMU and MSM at ARQMath 2021
      NOVOTNÝ, Vít, Michal ŠTEFÁNIK, Dávid LUPTÁK, Martin GELETKA, Petr ZELINA and Petr SOJKA. Ensembling Ten Math Information Retrieval Systems: MIRMU and MSM at ARQMath 2021. Online. In Guglielmo Faggioli. CEUR Workshop Proceedings. Bucharest, Romania: M. Jeusfeld c/o Redaktion Sun SITE, Informatik V, RWTH Aachen, 2021, p. 82-106. ISSN 1613-0073.
      PDF
      RIV/00216224:14330/21:00122410 Proceedings paper. English. Romania.
      Novotný, Vít (203 Czech Republic, belonging to the institution) -- Štefánik, Michal (703 Slovakia, belonging to the institution) -- Lupták, Dávid (703 Slovakia, belonging to the institution) -- Geletka, Martin (703 Slovakia, belonging to the institution) -- Zelina, Petr (203 Czech Republic, belonging to the institution) -- Sojka, Petr (203 Czech Republic, belonging to the institution)
      Keywords in English: math information retrieval; question answering; math representations; word embeddings; ensembling
      Type of proceedings: post-proceedings
      International impact: yes
      Reviewed: yes
      Changed by: RNDr. Vít Starý Novotný, Ph.D., učo 409729. Changed: 3/1/2023 13:52.
      More: https://is.muni.cz/publication/1793382/en
Displayed: 27/7/2024 02:08