Publicaciones (56) Publicaciones de María Paula Bonomini

2024

  1. A Machine Learning Approach for Atrial Fibrillation Detection in Telemonitored Patients

    IFMBE Proceedings

  2. A Model of Mechanical Dyssynchrony Based on ECG Features

    IFMBE Proceedings

  3. Application of Graph Fourier Transform in the Diagnosis of Left Bundle Branch Block from Electrocardiographic Signals

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  4. Cardiac Impulse Propagation in Left Bundle Branch Block

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  5. Connectivity Patterns in Alzheimer Disease and Frontotemporal Dementia Patients Using Graph Theory

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  6. Non-invasive Recording of Physiological Variables Under Stress Conditions and Aerobic and Anaerobic Physical Activity

    IFMBE Proceedings

  7. Stress Classification Model Using Speech: An Ambulatory Protocol-Based Database Study

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  8. Strict Left Bundle Branch Block Diagnose Through Explainable Artificial Intelligence

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  9. Wearable Device Dataset for Stress Detection

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2023

  1. An explainable machine learning system for left bundle branch block detection and classification

    Integrated Computer-Aided Engineering, pp. 1-16

2022

  1. Automatic Left Bundle Branch Block Diagnose Using a 2-D Convolutional Network

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  2. Automatic Left Bundle BranchBlockDiagnoseUsinga2-DConvolutional Network

    Artificial intelligence in neuroscience: Affective analysis and health applications: 9th international work-conference on the interplay between natural and artificial computation, IWINAC 2022, Puerto de la Cruz, Tenerife, Spain, May 31-June 3, 2022, proceedings, Part I (Springer Suiza), pp. 576-585

  3. Cardiac Ischemia Detection Using Parameters Extracted from the Intrinsic Mode Functions

    IEEE Latin America Transactions, Vol. 20, Núm. 12, pp. 2439-2447

  4. Evaluation of a Gaussian Mixture Model for Generating Synthetic ECG Signals During an Angioplasty Procedure

    Artificial intelligence in neuroscience: Affective analysis and health applications: 9th international work-conference on the interplay between natural and artificial computation, IWINAC 2022, Puerto de la Cruz, Tenerife, Spain, May 31-June 3, 2022, proceedings, Part I (Springer Suiza), pp. 567-575

  5. Evaluation of a Gaussian Mixture Model for Generating Synthetic ECG Signals During an Angioplasty Procedure

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  6. QRS-T Angle as a Biomarker for LBBB Strict Diagnose

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  7. The Effect of Breathing Maneuvers on the Interaction Between Pulse Fluctuation and Heart Rate Variability

    Artificial intelligence in neuroscience: Affective analysis and health applications: 9th international work-conference on the interplay between natural and artificial computation, IWINAC 2022, Puerto de la Cruz, Tenerife, Spain, May 31-June 3, 2022, proceedings, Part I (Springer Suiza), pp. 369-379

  8. The Effect of Breathing Maneuvers on the Interaction Between Pulse Fluctuation and Heart Rate Variability

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  9. Usefulness of ventricular sense response in last-generation cardiac resynchronization therapy devices

    Journal of Electrocardiology, Vol. 71, pp. 47-52

2021

  1. Spatial variance in the 12-lead ECG and mechanical dyssynchrony

    Journal of Interventional Cardiac Electrophysiology, Vol. 62, Núm. 3, pp. 479-485