Krzysztof Pałczyński

ECG Signal Classification Using Deep Learning Techniques Based on the PTB-XL Dataset

Sandra Śmigiel, Krzysztof Pałczyński, Damian Ledziński · Entropy · 2021 · 157 citations · Full text

Ptb-xl Database, Convolutional Neural Network, Engineering +17

Study of the Few-Shot Learning for ECG Classification Based on the PTB-XL Dataset

Krzysztof Pałczyński, Sandra Śmigiel, Damian Ledziński et al. · Sensors · 2022 · 63 citations · Full text

Ptb-xl Database, Few-shot Learning, Engineering +19

Deep Learning Techniques in the Classification of ECG Signals Using R-Peak Detection Based on the PTB-XL Dataset

Sandra Śmigiel, Krzysztof Pałczyński, Damian Ledziński · Sensors · 2021 · 51 citations · Full text

Electrophysiological Evaluation, Deep Neural Networks, Effective Ecg Recognition +15

Application of machine learning methods in multiaxial fatigue life prediction

Krzysztof Pałczyński, Dariusz Skibicki, Łukasz Pejkowski et al. · Fatigue & Fracture of Engineering Materials & Structures · 2022 · 51 citations

Engineering, Machine Learning, Life Prediction +19

IoT Application of Transfer Learning in Hybrid Artificial Intelligence Systems for Acute Lymphoblastic Leukemia Classification

Krzysztof Pałczyński, Sandra Śmigiel, Marta Gackowska et al. · Sensors · 2021 · 30 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +17