Respiration Extraction from Single-Channel ECG using Signal-Processing Methods and Deep Learning. - Elena Merdjanovska; Aleksandra Rashkovska (MIPRO, 2020)

Patient-Specific Heartbeat Classification in Single-Lead ECG using Convolutional Neural Network. - Elena Merdjanovska; Aleksandra Rashkovska (EMBC, 2021)

Cross-Database Generalization of Deep Learning Models for Arrhythmia Classification. - Elena Merdjanovska; Aleksandra Rashkovska (MIPRO, 2021)

Data Compression for Wireless ECG Devices. - Elena Merdjanovska; Miha Mohorcic; Matjaz Depolli; Aleksandra Rashkovska; Tomaz Javornik (BIOSIGNALS, 2022)

Crop Type Prediction Across Countries and Years: Slovenia, Denmark and the Netherlands. - Elena Merdjanovska; Ivan Kitanovski; Ziga Kokalj; Ivica Dimitrovski; Dragi Kocev (IGARSS, 2022)

Benchmarking Deep Learning Methods for Arrhythmia Detection. - Elena Merdjanovska; Aleksandra Rashkovska (MIPRO, 2022)

Comprehensive survey of computational ECG analysis: Databases, methods and applications. - Elena Merdjanovska; Aleksandra Rashkovska (Expert Syst. Appl., 2022)

NoiseBench: Benchmarking the Impact of Real Label Noise on Named Entity Recognition. - Elena Merdjanovska; Ansar Aynetdinov; Alan Akbik (EMNLP, 2024)