Sandra Śmigiel

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

Molecular Dynamic Analysis of Hyaluronic Acid and Phospholipid Interaction in Tribological Surgical Adjuvant Design for Osteoarthritis

Jacek Siódmiak, Piotr Bełdowski, Wayne K. Augé et al. · Molecules · 2017 · 39 citations · Full text

Mechanobiology, Tissue Engineering, Facilitated Lubrication +15

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