Morphology Analysis of Physiological Signals Using Hidden Markov Models. - Daniel Novák; Lenka Lhotská; David Cuesta-Frau; Pau Micó; Tarik Al-Ani; Yskandar Hamam; Mateo Aboy (ICPR (3), 2004)

A novel algorithm to estimate the pulse pressure variation index ΔPP. - Mateo Aboy; James McNames; Tran Thong; Charles R. Phillips; Miles S. Ellenby; Brahm Goldstein (IEEE Trans. Biomed. Eng., 2004)

A microcontroller-based portable electrocardiograph recorder. - José J. Segura-Juarez; David Cuesta-Frau; Luis Samblas-Peña; Mateo Aboy (IEEE Trans. Biomed. Eng., 2004)

Prediction of paroxysmal atrial fibrillation by analysis of atrial premature complexes. - Tran Thong; James McNames; Mateo Aboy; Brahm Goldstein (IEEE Trans. Biomed. Eng., 2004)

Adaptive modeling and spectral estimation of nonstationary biomedical signals based on Kalman filtering. - Mateo Aboy; Oscar W. Márquez; James McNames; Roberto Hornero; Tran Thong; Brahm Goldstein (IEEE Trans. Biomed. Eng., 2005)

An automatic beat detection algorithm for pressure signals. - Mateo Aboy; James McNames; Tran Thong; Daniel Tsunami; Miles S. Ellenby; Brahm Goldstein (IEEE Trans. Biomed. Eng., 2005)

Interpretation of approximate entropy: analysis of intracranial pressure approximate entropy during acute intracranial hypertension. - Roberto Hornero; Mateo Aboy; Daniel E. Abásolo; James McNames; Brahm Goldstein (IEEE Trans. Biomed. Eng., 2005)

A Novel Approach to Pulse Pressure Variation Estimation. - Daniel Austin; Christian Staats; Mateo Aboy (EMBC, 2006)

Cardiovascular Signal Decomposition and Estimation with the Extended Kalman Smoother. - James McNames; Mateo Aboy (EMBC, 2006)

An Automatic Algorithm for Stationary Segmentation of Extracellular Microelectrode Recordings. - Mateo Aboy; J. Haakon Falkenberg (Medical Biol. Eng. Comput., 2006)

Reliability and accuracy of heart rate variability metrics versus ECG segment duration. - James McNames; Mateo Aboy (Medical Biol. Eng. Comput., 2006)

Interpretation of the Lempel-Ziv Complexity Measure in the Context of Biomedical Signal Analysis. - Mateo Aboy; Roberto Hornero; Daniel E. Abásolo; Daniel Álvarez (IEEE Trans. Biomed. Eng., 2006)

Variability, regularity, and complexity of time series generated by schizophrenic patients and control subjects. - Roberto Hornero; Daniel E. Abásolo; Natalia Jimeno; Clara I. Sánchez; Jesús Poza; Mateo Aboy (IEEE Trans. Biomed. Eng., 2006)

Unsupervised classification of ventricular extrasystoles using bounded clustering algorithms and morphology matching. - David Cuesta-Frau; Marcelo O. Biagetti; Ricardo A. Quinteiro; Pau Micó Tormos; Mateo Aboy (Medical Biol. Eng. Comput., 2007)

Predicting survival in critical patients by use of body temperature regularity measurement based on approximate entropy. - David Cuesta; Manuel Varela; Pau Miró; P. Galdós; Daniel E. Abásolo; Roberto Hornero; Mateo Aboy (Medical Biol. Eng. Comput., 2007)

Analysis of intracranial pressure during acute intracranial hypertension using Lempel-Ziv complexity: further evidence. - Roberto Hornero; Mateo Aboy; Daniel E. Abásolo (Medical Biol. Eng. Comput., 2007)

Pulse Morphology Visualization and Analysis With Applications in Cardiovascular Pressure Signals. - Timothy Ellis; James McNames; Mateo Aboy (IEEE Trans. Biomed. Eng., 2007)

A novel method for nonstationary power spectral density estimation of cardiovascular pressure signals based on a Kalman filter with variable number of measurements. - Z. G. Zhang 001; Kai Man Tsui; Shing-Chow Chan; W. Y. Lau; Mateo Aboy (Medical Biol. Eng. Comput., 2008)

Complexity Analysis of Arterial Pressure During Periods of Abrupt Hemodynamic Changes. - Roberto Hornero; Mateo Aboy; Carlos Gómez; Daniel S. Hagg; Charles R. Phillips (IEEE Trans. Biomed. Eng., 2008)

Statistical Modeling of Cardiovascular Signals and Parameter Estimation Based on the Extended Kalman Filter. - James McNames; Mateo Aboy (IEEE Trans. Biomed. Eng., 2008)

Response: can a simulation study of T-wave alternans (TWA) resolve whether TWA is T-wave amplitude dependent? - David Cuesta-Frau; Mateo Aboy; Marcelo O. Biagetti (Medical Biol. Eng. Comput., 2009)

Enhanced modified moving average analysis of T-wave alternans using a curve matching method: a simulation study. - David Cuesta-Frau; Pau Micó Tormos; Mateo Aboy; Marcelo O. Biagetti; Daniel Austin; Ricardo A. Quinteiro (Medical Biol. Eng. Comput., 2009)

A novel recursive Fourier transform for nonuniform sampled signals: application to heart rate variability spectrum estimation. - Alexander Holland; Mateo Aboy (Medical Biol. Eng. Comput., 2009)

Description of a PortableWireless Device for High-Frequency Body Temperature Acquisition and Analysis. - David Cuesta-Frau; Manuel Varela; Mateo Aboy; Pau Miró-Martínez (Sensors, 2009)

An Enhanced Automatic Algorithm for Estimation of Respiratory Variations in Arterial Pulse Pressure During Regions of Abrupt Hemodynamic Changes. - Mateo Aboy; Cristina Crespo; Daniel Austin (IEEE Trans. Biomed. Eng., 2009)

Automatic segmentation of long-term ECG signals corrupted with broadband noise based on sample entropy. - Pau Micó; Margarita Mora; David Cuesta-Frau; Mateo Aboy (Comput. Methods Programs Biomed., 2010)

Automated detection of obstructive sleep apnoea syndrome from oxygen saturation recordings using linear discriminant analysis. - J. Víctor Marcos; Roberto Hornero; Daniel Álvarez; Félix del Campo; Mateo Aboy (Medical Biol. Eng. Comput., 2010)

Statistical model for cardiovascular signals with independent respiratory modulation for tracking pulse pressure variation. - James McNames; Sunghan Kim; Mateo Aboy (EMBC, 2011)

Comparative study of approximate entropy and sample entropy robustness to spikes. - Antonio Molina-Picó; David Cuesta-Frau; Mateo Aboy; Cristina Crespo; Pau Miró-Martínez; Sandra Oltra-Crespo (Artif. Intell. Medicine, 2011)

Automatic identification of activity-rest periods based on actigraphy. - Cristina Crespo; Mateo Aboy; José Ramón Fernández; Artemio Mojón (Medical Biol. Eng. Comput., 2012)

Automated Prediction of the Apnea-Hypopnea Index from Nocturnal Oximetry Recordings. - J. Víctor Marcos; Roberto Hornero; Daniel Álvarez; Mateo Aboy; Félix del Campo (IEEE Trans. Biomed. Eng., 2012)

Pulse pressure variation tracking using sequential Monte Carlo methods. - Sunghan Kim; Mateo Aboy; James McNames (Biomed. Signal Process. Control., 2013)

Influence of QRS complex detection errors on entropy algorithms. Application to heart rate variability discrimination. - Antonio Molina-Picó; David Cuesta-Frau; Pau Miró-Martínez; Sandra Oltra-Crespo; Mateo Aboy (Comput. Methods Programs Biomed., 2013)

A Two-Stage Tremor Detection Algorithm for Wearable Inertial Sensors During Normal Daily Activities. - James McNames; Vrutangkumar V. Shah; Martina Mancini; Carolin Curtze; Mahmoud El-Gohary; Mateo Aboy; Patricia Carlson-Kuhta; John G. Nutt; Fay B. Horak (EMBC, 2019)

Feasibility of Tracking Human Kinematics with Simultaneous Localization and Mapping (SLAM). - Sepehr Laal; Paul Vasilyev; Sean Pearson; Mateo Aboy; James McNames (Sensors, 2022)

Guidelines for ethical use and acknowledgement of large language models in academic writing. - Sebastian Porsdam Mann; Anuraag A. Vazirani; Mateo Aboy; Brian D. Earp; Timo Minssen; I. Glenn Cohen; Julian Savulescu (Nat. Mac. Intell., 2024)

Beyond the 510(k): The regulation of novel moderate-risk medical devices, intellectual property considerations, and innovation incentives in the FDA's De Novo pathway. - Mateo Aboy; Cristina Crespo; Ariel Dora Stern (npj Digit. Medicine, 2024)

Navigating the EU AI Act: implications for regulated digital medical products. - Mateo Aboy; Timo Minssen; Effy Vayena (npj Digit. Medicine, 2024)

A policy framework for leveraging generative AI to address enduring challenges in clinical trials. - Johnathon Edward Liddicoat; Gabriela Lenarczyk; Mateo Aboy; Timo Minssen; Sebastian Porsdam Mann (npj Digit. Medicine, 2025)

Development of Application-Specific Large Language Models to Facilitate Research Ethics Review. - Sebastian Porsdam Mann; Joel Seah Jiehao; Stephen R. Latham; Julian Savulescu; Mateo Aboy; Brian D. Earp (CoRR, 2025)

Relational Norms for Human-AI Cooperation. - Brian D. Earp; Sebastian Porsdam Mann; Mateo Aboy; Edmond Awad; Monika Betzler; Marietjie Botes; Rachel Calcott; Mina Caraccio; Nick Chater; Mark Coeckelbergh; Mihaela Constantinescu; Hossein Dabbagh; et al. (CoRR, 2025)