Agnieszka Pregowska

@ippt.pan.pl

Department of Information and Computational Science
Institute of Fundamental Technological Research Polish Academy of Sciences

Agnieszka Pregowska


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https://researchid.co/pregowska

RESEARCH, TEACHING, or OTHER INTERESTS

Computer Science, Neuroscience, Artificial Intelligence, Signal Processing
2030

Scholar Citations

20

Scholar h-index

37

Scholar i10-index

RECENT SCHOLAR PUBLICATIONS

  • Implicit neural representations as a coordinate-based framework for continuous environmental field reconstruction from sparse ecological observations
    A Pregowska, HM Kalaji
    arXiv preprint arXiv:2604.18083 , 2026
    2026
  • Continuous ageing trajectory representations for knee-aware lifetime prediction of lithium-ion batteries across heterogeneous dataset
    A Pregowska, S Marynowicz
    arXiv preprint arXiv:2604.16580 , 2026
    2026
  • Energy-efficient detection of rheumatoid arthritis using spiking neural networks and thermographic imaging
    Z Rudnicka, K Pauk, J Pauk, M Ihnatouski, A Pregowska
    Biocybernetics and Biomedical Engineering 46 (2), 266-277 , 2026
    2026
    Citations: 1
  • Implicit neural representations for larval zebrafish brain microscopy: a reproducible benchmark on the MapZebrain atlas
    A Pregowska
    arXiv preprint arXiv:2603.26811 , 2026
    2026
  • On Stealing Graph Neural Network Models
    M Podhajski, J Dubiński, F Boenisch, A Dziedzic, A Pręgowska, ...
    Proceedings of the AAAI Conference on Artificial Intelligence 40 (29), 24846 … , 2026
    2026
  • Complexity-based EEG biomarkers for early diagnosis of ADHD
    S Kamiński, M Byra, J Szczepanski, A Pregowska
    International Journal of Psychophysiology, 113333 , 2026
    2026
    Citations: 1
  • Impact of Neuron Models on Spiking Neural Network Performance: A Complexity-based Classification Approach
    Z Rudnicka, J Szczepanski, A Pregowska
    Neuroinformatics 24 (1), 5 , 2026
    2026
    Citations: 1
  • Application of Neural Networks for Determine the Radiation Pressure in Two-Moment Radiation Hydrodynamics in Slab Geometry
    A Pregowska, W Larecki, J Szczepanski
    Computer Assisted Methods in Engineering and Science 32 (4), 385-408 , 2025
    2025
  • The exhaled breath pattern as a potential method for biometrics identification
    A Paleczek, J Grochala, D Grochala, A Pregowska, M Osial, RO Oyeleke, ...
    Scientific Reports 15 (1), 35656 , 2025
    2025
    Citations: 3
  • Improving Liver Disease Diagnosis with SNNDeep: A Custom Spiking Neural Network Using Diverse Learning Algorithms
    Z Rudnicka, J Szczepanski, A Pregowska
    arXiv preprint arXiv:2508.20125 , 2025
    2025
    Citations: 1
  • Learning Internal Biological Neuron Parameters and Complexity-Based Encoding for Improved Spiking Neural Networks Performance
    Z Rudnicka, J Szczepanski, A Pregowska
    arXiv preprint arXiv:2508.11674 , 2025
    2025
  • Bio-Inspired Classification: Combining Information Theory and Spiking Neural Networks--Influence of the Learning Rules
    Z Rudnicka, J Szczepanski, A Pregowska
    arXiv preprint arXiv:2506.06750 , 2025
    2025
  • Integrating Complexity and Biological Realism: High-Performance Spiking Neural Networks for Breast Cancer Detection
    Z Rudnicka, J Szczepanski, A Pregowska
    arXiv preprint arXiv:2506.06265 , 2025
    2025
    Citations: 3
  • The attitude of high school students towards choosing a career path and participation in workshops popularizing science–SPIONs synthesis case
    A Pregowska, A Gajda, A Lis, OM Demchuk, M Warczak, M Osial
    Research in Science & Technological Education, 1-24 , 2025
    2025
    Citations: 1
  • Advancements in Piezoelectric‐Enabled Devices for Optical Communication
    A Roszkiewicz, M Garlińska, A Pregowska
    physica status solidi (a) 222 (2), 2400298 , 2025
    2025
    Citations: 13
  • Micro and nano-sized bubbles for sanitation and water reuse: from fundamentals to application
    A Kadier, GK Akkaya, R Singh, NM Niza, A Parkash, G Achagri, ...
    Frontiers of Environmental Science & Engineering 18 (12), 147 , 2024
    2024
    Citations: 5
  • How scanning probe microscopy can be supported by artificial intelligence and quantum computing?
    A Pregowska, A Roszkiewicz, M Osial, M Giersig
    Microscopy Research and Technique 87 (11), 2515-2539 , 2024
    2024
    Citations: 11
  • The role of artificial intelligence in higher medical education and the ethical challenges of its implementation
    M Perkins, A Pregowska
    Artificial Intelligence in Health 2 (1), 1-13 , 2024
    2024
    Citations: 14
  • Interactive teaching of medical 3D cardiac anatomy: atrial anatomy enhanced by ECG and 3D visualization
    D Potyagaylo, PM van Dam, M Kuniewicz, D Dolega-Dolegowski, ...
    Frontiers in Medicine 11, 1422017 , 2024
    2024
    Citations: 2
  • Progress in membrane distillation processes for dye wastewater treatment: A review
    LN Nthunya, KC Chong, SO Lai, WJ Lau, EA López-Maldonado, ...
    Chemosphere 360, 142347 , 2024
    2024
    Citations: 67

MOST CITED SCHOLAR PUBLICATIONS

  • A worldwide journey through distance education—from the post office to virtual, augmented and mixed realities, and education during the COVID-19 pandemic
    A Pregowska, K Masztalerz, M Garlińska, M Osial
    Education Sciences 11 (3), 118 , 2021
    2021
    Citations: 431
  • The influence of emerging technologies on distance education
    M Garlinska, M Osial, K Proniewska, A Pregowska
    Electronics 12 (7), 1550 , 2023
    2023
    Citations: 275
  • An investigation of the dynamic electromechanical coupling effects in machine drive systems driven by asynchronous motors
    T Szolc, R Konowrocki, M Michajłow, A Pręgowska
    Mechanical Systems and Signal Processing 49 (1-2), 118-134 , 2014
    2014
    Citations: 109
  • What will the education of the future look like? How have metaverse and extended reality affected the higher education systems?
    A Pregowska, M Osial, A Gajda
    Metaverse Basic and Applied Research 3, 1 , 2024
    2024
    Citations: 97
  • Cardiac healthcare digital twins supported by artificial intelligence-based algorithms and extended reality—a systematic review
    Z Rudnicka, K Proniewska, M Perkins, A Pregowska
    Electronics 13 (5), 866 , 2024
    2024
    Citations: 74
  • Assessment of the utility of mixed reality in medical education
    R Kolecki, A Pręgowska, J Dąbrowa, J Skuciński, T Pulanecki, P Walecki, ...
    Translational Research in Anatomy 28, 100214 , 2022
    2022
    Citations: 72
  • From mirrors to free-space optical communication—historical aspects in data transmission
    M Garlinska, A Pregowska, K Masztalerz, M Osial
    Future Internet 12 (11), 179 , 2020
    2020
    Citations: 71
  • Progress in membrane distillation processes for dye wastewater treatment: A review
    LN Nthunya, KC Chong, SO Lai, WJ Lau, EA López-Maldonado, ...
    Chemosphere 360, 142347 , 2024
    2024
    Citations: 67
  • Information and communication technologies combined with mixed reality as supporting tools in medical education
    A Pregowska, M Osial, D Dolega-Dolegowski, R Kolecki, K Proniewska
    Electronics 11 (22), 3778 , 2022
    2022
    Citations: 67
  • Artificial intelligence-based algorithms in medical image scan segmentation and intelligent visual content generation—a concise overview
    Z Rudnicka, J Szczepanski, A Pregowska
    Electronics 13 (4), 746 , 2024
    2024
    Citations: 59
  • Application of holography and augmented reality based technology to visualize the internal structure of the dental root–a proof of concept
    D Dolega-Dolegowski, K Proniewska, M Dolega-Dolegowska, ...
    Head & face medicine 18 (1), 12 , 2022
    2022
    Citations: 50
  • Magnetorheological fluids: A concise review of composition, physicochemical properties, and models
    M Osial, A Pregowska, M Warczak, M Giersig
    Journal of Intelligent Material Systems and Structures 34 (16), 1864-1884 , 2023
    2023
    Citations: 48
  • The application of artificial intelligence in the effective battery life cycle in the closed circular economy model—A perspective
    A Pregowska, M Osial, W Urbańska
    Recycling 7 (6), 81 , 2022
    2022
    Citations: 46
  • Waste management for green concrete solutions: a concise critical review
    M Osial, A Pregowska, S Wilczewski, W Urbańska, M Giersig
    Recycling 7 (3), 37 , 2022
    2022
    Citations: 38
  • Experimental study of the free space optics communication system operating in the 8–12 µm spectral range
    M Garlinska, A Pregowska, I Gutowska, M Osial, J Szczepanski
    Electronics 10 (8), 875 , 2021
    2021
    Citations: 36
  • ON THE SEMI-ACTIVE CONTROL METHOD FOR TORSIONAL VIBRATIONS IN ELECTRO-MECHANICAL SYSTEMS BY MEANS OF ROTARY ACTUATORS WITH A MAGNETO-RHEOLOGICAL FLUID
    A Pregowska, R Konowrocki, T Szolc
    JOURNAL OF THEORETICAL AND APPLIED MECHANICS 51 (4), 979-992 , 2013
    2013
    Citations: 32
  • Advancements in artificial intelligence-driven techniques for interventional cardiology
    Z Rudnicka, A Pręgowska, K Glądys, M Perkins, K Proniewska
    Cardiology journal 31 (2), 321-341 , 2024
    2024
    Citations: 29
  • Optimizing information processing in brain-inspired neural networks
    B Paprocki, A Pregowska, J Szczepanski
    Bulletin of the Polish Academy of Sciences. Technical Sciences 68 (2) , 2020
    2020
    Citations: 23
  • The application of artificial intelligence in magnetic hyperthermia based research
    M Osial, A Pregowska
    Future Internet 14 (12), 356 , 2022
    2022
    Citations: 22
  • Mutual information against correlations in binary communication channels
    A Pregowska, J Szczepanski, E Wajnryb
    BMC Neuroscience 16 (1), 32 , 2015
    2015
    Citations: 22