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Dive into the research topics where Mikołaj Najda is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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An Explainable AI-Integrated Diagnostic System for Voice Analysis in Heart Failure Patients
Najda, M., Dudek, M., Unold, O., Jadczyk, T., Swierz, K., Swiatek, G., Hemmerling, D., Wu, J., Zhu, J., Xu, M. & Jin, Y., 2025, AAAI BRIDGE PROGRAM ON AI FOR MEDICINE AND HEALTHCARE. JMLR-JOURNAL MACHINE LEARNING RESEARCH, Vol. 281. p. 56-62 7 p. (Proceedings of Machine Learning Research, Vol. 281).Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceeding › Academic › peer-review
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An Explainable AI-Integrated Diagnostic System for Voice Analysis in Heart Failure Patients
Najda, M., Dudek, M., Unold, O., Jadczyk, T., Swierz, K., Swiatek, G. & Hemmerling, D., 2025, In: Proceedings of Machine Learning Research. 281, p. 56-62 7 p.Research output: Contribution to journal › Conference article in journal › Academic › peer-review
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Paroxysmal sympathetic hyperactivity risk modeling based on transients in time series describing the autonomic nervous system and cerebral hemodynamics
Najda, M., Mataczynski, C., Burzynska, M., Kasprowicz, M., Kedziora, J., Hammarlund, E., Thelin, E. P. & Uryga, A., 30 May 2025, In: Acta Neurochirurgica. 167, 1, 16 p., 158.Research output: Contribution to journal › Article › Academic › peer-review
Open Access -
Utilizing CNN architectures for non-invasive diagnosis of speech disorders – further experiments and insights
Ratajczak, F., Najda, M. & Szyc, K., 2025, In: International Journal of Electronics and Telecommunications. 71, 3Research output: Contribution to journal › Article › Academic › peer-review
Open Access