Iga Grzegorczyk

PCG Classification Using a Neural Network Approach

Iga Grzegorczyk, Mateusz Soliński, Anna Perka et al. · Computing in cardiology · 2016 · 54 citations · Full text

Weighted Random Forests to Improve Arrhythmia Classification

Krzysztof Gajowniczek, Iga Grzegorczyk, Tomasz Ząbkowski et al. · Electronics · 2020 · 39 citations · Full text

Engineering, Machine Learning, Diagnosis +20

RS slope detection algorithm for extraction of heart rate from noisy, multimodal recordings

Jan Gierałtowski, Kamil Ciuchciński, Iga Grzegorczyk et al. · Physiological Measurement · 2015 · 35 citations

Multimodal Recordings, Engineering, Measurement +20

Classification of ECG Recordings with Neural Networks Based on Specific Morphological Features and Regularity of the Signal

Katarzyna Stępień, Iga Grzegorczyk · Computing in cardiology · 2017 · 11 citations · Full text

Reducing False Arrhythmia Alarms Using Different Methods of Probability and Class Assignment in Random Forest Learning Methods

Krzysztof Gajowniczek, Iga Grzegorczyk, Tomasz Ząbkowski · Sensors · 2019 · 11 citations · Full text

Engineering, Machine Learning, Diagnosis +23