Publications

researcher
Ing. Marian Trnka

Publications for year 2025

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Publications

  • ČERNÁČEK, Tomáš** - TRNKA, Marián - SABO, Róbert - RUSKO, Milan. Rozpoznávanie miernej kognitívnej poruchy s pomocou hlbokých neurónových sietí. In Fyzikálne faktory prostredia : riadne číslo časopisu o problematike fyzikálnych faktorov prostredia, 2025, roč. XVI, november, s. 34-39. ISSN 1338-3922. Typ: ADFB
  • RUSKO, Milan** - SABO, Róbert - TRNKA, Marián - ZIMMERMANN, Alfréd - MALASCHITZ, Richard - RUŽICKÝ, E. - BRANDOBUROVÁ, Petra - ČIERNIK KEVICKÁ, Viktória - ŠKORVÁNEK, M. Slovak database of speech affected by neurodegenerative diseases. In Scientific Data, 2024, vol. 11, no. 1, art. no. 1320. (2023: 5.8 - IF, Q1 - JCR, 1.937 - SJR, Q1 - SJR). ISSN 2052-4463. Dostupné na: https://doi.org/10.1038/s41597-024-04171-6 Typ: ADMA
    Citations:
    [1.1] STAS, Jan - HLADEK, Daniel - KOPNICKY, Ales. Detecting Dementia from Transcribed Speech in Slovak using Pre-trained BERT Models. In 2024 34TH INTERNATIONAL CONFERENCE RADIOELEKTRONIKA, RADIOELEKTRONIKA 2024 : 34th International Conference Radioelektronika (RADIOELEKTRONIKA), 2024, vol., no. ISSN 2993-2165. Dostupné na: https://doi.org/10.1109/RADIOELEKTRONIKA61599.2024.10524067, Registrované v: WOS
    [1.1] ZOZUK, Nataliia Casnochova - MUNKOVA, Dasa - KELEBERCOVA, Livia - MUNK, Michal. Relationship between language features extracted through NLP and clinically diagnosed Alzheimer's disease and mild cognitive impairment in Slovak. In ALZHEIMER'S & DEMENTIA: DIAGNOSIS, ASSESSMENT & DISEASE MONITORING, 2025, vol. 17, no. 2, art. no. e70122. Dostupné na: https://doi.org/10.1002/dad2.70122, Registrované v: WOS
    [1.2] FERNÁNDEZ-RUIZ, Raúl - NÚÑEZ-VIDAL, Esther - HIDALGO-DELAGUÍA, Irene - GARAYZÁBAL-HEINZE, Elena - ÁLVAREZ-MARQUINA, Agustín - MARTÍNEZ-OLALLA, Rafael - PALACIOS-ALONSO, Daniel. Identification of Smith–Magenis syndrome cases through an experimental evaluation of machine learning methods. In Frontiers in Computational Neuroscience, 2024-01-01, 18, pp. Dostupné na: https://doi.org/10.3389/fncom.2024.1357607, Registrované v: SCOPUS
    [1.2] LA QUATRA, Moreno - OROZCO-ARROYAVE, Juan Rafael - SINISCALCHI, Marco Sabato. Bilingual Dual-Head Deep Model for Parkinson’s Disease Detection from Speech. In ICASSP IEEE International Conference on Acoustics Speech and Signal Processing Proceedings, 2025-01-01, pp. ISSN 15206149. Dostupné na: https://doi.org/10.1109/ICASSP49660.2025.10889445, Registrované v: SCOPUS
    [1.2] MAHAPATRA, Ishaan - MAHAPATRA, Nihar R. Systematic FAIRness Assessment of Open Voice Biomarker Datasets for Mental Health and Neurodegenerative Diseases. In Lecture Notes in Computer Science, 2026-01-01, 16029 LNAI, pp. 356-368. ISBN [9783032025470]. ISSN 03029743. Dostupné na: https://doi.org/10.1007/978-3-032-02548-7_30, Registrované v: SCOPUS
    [1.2] SHEIKH, Shakeel A. - SAHIDULLAH, Md - KODRASI, Ina. Overview of Automatic Speech Analysis and Technologies for Neurodegenerative Disorders: Diagnosis and Assistive Applications. In IEEE Journal on Selected Topics in Signal Processing, 2025-01-01, pp. ISSN 19324553. Dostupné na: https://doi.org/10.1109/JSTSP.2025.3591062, Registrované v: SCOPUS
    [3.1] ALSUDANI, S.W.A. - SAUD, G.K. Recurrent neural network optimized by grasshopper for accurate audio data-based diagnosis of Parkinson's disease. In Wasit Journal for Pure Sciences. 2025, vol. 4, no. 2, pp. 56-75. doi: 10.31185/wjps.766.
    [3.1] PUERTA-ACEVEDO, J.C. - ALCALÁ-DURAND, M.F. - ARIAS-LONDOÑO, J.D. - GODINO-LLORENTE, J.I. A survey of open voice and speech datasets for the screening and evaluation of Parkinson’s disease. In: Godino Llorente, J.I. (eds) Automatic Assessment of Parkinsonian Speech. AAPS 2024. Communications in Computer and Information Science. Springer. 2026, vol. 2646, pp. 31-50. doi: 10.1007/978-3-032-07083-8_3.
  • RUSKO, Milan - TRNKA, Marián - ČIERNIK KEVICKÁ, Viktória - BRANDOBUROVÁ, Petra - SABO, Róbert - MALASCHITZ, Richard - ZIMMERMANN, Alfréd - BEŇUŠ, Štefan - DARJAA, Sakhia. ALOIS-DB - Database of speech and language affected by mild cognitive impairment. on line, 2025. audio databáza. Dostupné na: https://doi.org/10.5281/zenodo.17037153 Typ: GHG
  • TRNKA, Marián - RUSKO, Milan** - MLADÝ, Michal - DARJAA, Sakhia - SKURČÁK, Ľuboš. Závislosť akustických emisií vysokonapäťových izolátorov od meteorologických faktorov a koncentrácií častíc PM. In Fyzikálne faktory prostredia : riadne číslo časopisu o problematike fyzikálnych faktorov prostredia, 2025, roč. XVI, november, s. 40-45. ISSN 1338-3922. Typ: ADFB
  • TRNKA, Marián - RUSKO, Milan** - MLADÝ, Michal - DARJAA, Sakhia. Monitorovanie a predikcia ohrozenia vysokonapäťových izolátorov analýzou akustických emisií. In Fyzikálne faktory prostredia : riadne číslo časopisu o problematike fyzikálnych faktorov prostredia, 2025, roč. XV, č. 1, s. 36-41. ISSN 1338-3922. Typ: ADFB
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