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)

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)

PySeizure: A single machine learning classifier framework to detect seizures in diverse datasets. - Bartlomiej Chybowski; Shima Abdullateef; Hollan Haule; Alfredo Gonzalez-Sulser; Javier Escudero (CoRR, 2025)