Masaryk University

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    2023

    1. 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, vol. 22, No 4, p. 781-788. ISSN 1536-1241. doi:10.1109/TNB.2023.3275195. 2023.
      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.
    2. 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.
    3. ZELINA, Petr, Jana HALÁMKOVÁ and Vít NOVÁČEK. Unsupervised extraction, classification and visualization of clinical note segments using the MIMIC-III dataset. In Proceedings of IEEE International Conference on Bioinformatics and Biomedicine (BIBM). Istanbul: IEEE. p. 4172-4178. ISBN 979-8-3503-3748-8. doi:10.1109/BIBM58861.2023.10385342. 2023.
      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.

    2022

    1. 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.
    2. 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.
    3. ZELINA, Petr, Jana HALÁMKOVÁ and Vít NOVÁČEK. Unsupervised extraction, labelling and clustering of segments from clinical notes. In Proceedings of IEEE International Conference on Bioinformatics and Biomedicine (BIBM). USA: IEEE. p. 1362-1368. ISBN 978-1-6654-6820-6. doi:10.1109/BIBM55620.2022.9995229. 2022.
      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.

    2021

    1. 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. In Guglielmo Faggioli. CEUR Workshop Proceedings. Bucharest, Romania: M. Jeusfeld c/o Redaktion Sun SITE, Informatik V, RWTH Aachen. p. 82-106. ISSN 1613-0073. 2021.
      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.
Displayed: 19/4/2024 02:25