Application of Dispersion Entropy to Healthy and Pathological Heartbeat ECG Segments. - Evangelos Kafantaris; Ian Piper; Tsz-Yan Milly Lo; Javier Escudero (EMBC, 2019)

Augmentation of Dispersion Entropy for Handling Missing and Outlier Samples in Physiological Signal Monitoring. - Evangelos Kafantaris; Ian Piper; Tsz-Yan Milly Lo; Javier Escudero (Entropy, 2020)

Assessment of Outliers and Detection of Artifactual Network Segments Using Univariate and Multivariate Dispersion Entropy on Physiological Signals. - Evangelos Kafantaris; Ian Piper; Tsz-Yan Milly Lo; Javier Escudero (Entropy, 2021)

Quantitative detection of seizures with minimal-density EEG montage using phase synchrony and cross-channel coherence amplitude in critical care. - Shima Abdullateef; Brian Jordan; Valerie Rae; Ailsa McLellan; Javier Escudero; Vera Nenadovic; Tsz-Yan Milly Lo (EMBC, 2022)

Hybrid Artifact Detection System for Minute Resolution Blood Pressure Signals from ICU. - Hollan Haule; Evangelos Kafantaris; Tsz-Yan Milly Lo; Chen Qin; Javier Escudero (CoRR, 2022)

VAE-IF: Deep feature extraction with averaging for unsupervised artifact detection in routine acquired ICU time-series. - Hollan Haule; Ian Piper; Patricia Jones; Chen Qin; Tsz-Yan Milly Lo; Javier Escudero (CoRR, 2023)

Stratified Multivariate Multiscale Dispersion Entropy for Physiological Signal Analysis. - Evangelos Kafantaris; Tsz-Yan Milly Lo; Javier Escudero (IEEE Trans. Biomed. Eng., 2023)

Collaborative Learning of Common Latent Representations in Routinely Collected Multivariate ICU Physiological Signals. - Hollan Haule; Ian Piper; Patricia Jones; Tsz-Yan Milly Lo; Javier Escudero (ICASSP Workshops, 2024)

VAE-IF: Deep feature extraction with averaging for fully unsupervised artifact detection in routinely acquired ICU time-series. - Hollan Haule; Ian Piper; Patricia Jones; Chen Qin; Tsz-Yan Milly Lo; Javier Escudero (Comput. Biol. Medicine, 2025)