Publications by the researcher in collaboration with Diego Martin Martinez (14)

2015

  1. Contribuciones en machine learning y modelado estocástico orientadas al análisis de señales biomédicas

    Contribuciones en machine learning y modelado estocástico orientadas al análisis de señales biomédicas

  2. PPG beat reconstruction based on shape models and probabilistic templates for signals acquired with conventional smartphones

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

2014

  1. A stochastic modelling framework for the reconstruction of cardiovascular signals

    2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2014

  2. Automatic detection of wakefulness and rest intervals in actigraphic signals: A data-driven approach

    Medical Engineering and Physics, Vol. 36, Núm. 12, pp. 1585-1592

  3. ECG signal reconstruction based on stochastic joint-modeling of the ECG and the PPG signals

    IFMBE Proceedings

2013

  1. Probabilistic modeling of the oxygen saturation pattern for the detection of anomalies during clinical interventions

    Computing in Cardiology

  2. Stochastic modeling of the PPG signal: A synthesis-by-analysis approach with applications

    IEEE Transactions on Biomedical Engineering, Vol. 60, Núm. 9, pp. 2432-2441

2012

  1. Automatic diagnosis of ADHD based on multichannel nonlinear analysis of actimetry registries

    Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS

  2. Cardiovascular signal reconstruction based on shape modelling and non-stationary temporal modelling

    European Signal Processing Conference

  3. Nonlinear analysis of actigraphic signals for the assessment of the attention-deficit/hyperactivity disorder (ADHD)

    Medical Engineering and Physics, Vol. 34, Núm. 9, pp. 1317-1329

2011

  1. Automatic diagnosis of ADHD based on nonlinear analysis of actimetry registries

    ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings

  2. Realistic log-compressed law for ultrasound image recovery

    Proceedings - International Conference on Image Processing, ICIP

2010

  1. Characterization of activity epochs in actimetric registries for infantile colic diagnosis: Identification and feature extraction based on wavelets and symbolic dynamics

    2010 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC'10

  2. On the influence of interpolation on probabilistic models for ultrasonic images

    2010 7th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, ISBI 2010 - Proceedings