Initial study on cancer diagnosis using AI/NLP and expert system integration
M Pelc, T Kajdanowicz, AD Kawala-Sterniuk, S Stemplewski, W Bauer
Conference paper
2026
Mariusz Pelc
Habilitated Doctor of Engineering, research and teaching staff
Research groups
Publications18
Initial Study on Mental Disease Detection System Using Welch Transform and Machine Learning-Based Methods
M Pelc, K Adamczewski, KM Białas, R Chałupnik, D Krutul, DT Wolkiewicz, …
Applied Sciences
2026
DualRAG architecture - Structured retrieval with layered knowledge models
AD Kawala-Sterniuk, M Pelc, M Podpora, M Baranowski
Conference paper
2026
From chatbot to validator
AD Kawala-Sterniuk, M Pelc, M Podpora, M Baranowski, P Rogala, P Kawa, …
Conference paper
2026
Non-parametric spectral analysis of slow wave activity in resting-state EEG as a biomarker of dementia risk
M Pelc, KM Białas, T Kajdanowicz, AD Kawala-Sterniuk, W Bauer
Conference paper
2025
Decoding emotions from fNIRS: A survey on tensor-based approaches in affective computing and medical applications
AD Kawala-Sterniuk, M Piasecki, EK Rudnicka, M Pelc, M Podpora, D Mikołajewski, …
Applied Sciences 15(19), 1–18
2025
Multimodal Machine Learning Analysis of fNIRS Signals Using LSTM and KNN Models for Cognitive States and Brain Activation Patterns Prediction
T Kajdanowicz, M Pelc, AD Kawala-Sterniuk, A Luckiewicz, D Mikołajewski, R Roszczyk, …
Communications in computer and information science
2025
Machine learning-based filtering system for fNIRS signals analysis purpose
M Pelc, AD Kawala-Sterniuk, D Mikołajewski, A Luckiewicz, A Sudoł, P Mendon, …
Technical Sciences 73(1), 1–8 · Cited by 1
2025
Review of the application of the most current sophisticated image processing methods for the skin cancer diagnostics purposes
AD Kawala-Sterniuk, M Pelc, M Myslicka, A Bryniarska, A Sudoł, M Podpora, …
Archives of Dermatological Research · Cited by 14
2024
Initial study on an expert system for spine diseases screening using inertial measurement unit
M Pelc, R Kahánková, M Błaszczyszyn, D Mikołajewski, M Konieczny, V Khoma, …, A Kawala‐Sterniuk
Scientific Reports · Cited by 11
2023
Implementation of artificial intelligence and machine learning-based methods in brain–computer interaction
AD Kawala-Sterniuk, M Pelc, K Barnova, M Mikolasova, RV Kahankova, R Jaros, …
Computers in Biology and Medicine 163(107135), 1–24 · Cited by 53
2023
Multifunctional modified chitosan biopolymers for dual applications in biomedical and industrial field: Synthesis and evaluation of thermal, chemical, morphological, structural, in vitro drug-release rate, swelling and metal uptake studies
M Pelc, AD Kawala-Sterniuk, L Chopra, JS Chohan, S Sharma
Sensors 22(9), 1–26 · Cited by 14
2022
Editorial: Currents in biomedical signals processing - methods and applications
AD Kawala-Sterniuk, M Pelc, R Martinek, G Wójcik
Frontiers in Neuroscience 16, 1–3 · Cited by 10
2022
Comparison of smoothing filters’ influence on quality of data recorded with the Emotiv EPOC Flex Brain–Computer Interface headset during audio stimulation
AD Kawala-Sterniuk, M Pelc, N Browarska, J Zygarlicki, M Podpora, R Martinek, …
Brain Sciences · Cited by 35
2021
Summary of over fifty years with Brain-Computer Interfaces - a review
AD Kawala-Sterniuk, M Pelc, N Browarska, A Al-Bakri, J Zygarlicki, M Sidikova, …
Brain Sciences 11(1), 1–41 · Cited by 264
2021
Comparison of smoothing filters in analysis of EEG data for the medical diagnostics purposes
AD Kawala-Sterniuk, M Pelc, M Podpora, M Blaszczyszyn, EJ Gorzelanczyk, R Martinek, …
Sensors · Cited by 83
2020