Publications by the researcher in collaboration with César Gabriel Veiga García (10)

2024

  1. A GPU Pipeline for Hyperparameter Optimization on IoT Platforms: Comparing Pulse-by-Pulse vs. Fixed Time Windows for Cuffless Blood Pressure Estimation

    IEEE International Symposium on Industrial Electronics

2023

  1. Improving Intensive Care Unit Early Readmission Prediction Using Optimized and Explainable Machine Learning

    International Journal of Environmental Research and Public Health, Vol. 20, Núm. 4

  2. Two-Step Approach for Occupancy Estimation in Intensive Care Units Based on Bayesian Optimization Techniques

    Sensors, Vol. 23, Núm. 3

2022

  1. Using Bayesian Optimization and Wavelet Decomposition in GPU for Arterial Blood Pressure Estimation

    Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference, Vol. 2022, pp. 1012-1015

2021

  1. Using explainable machine learning to improve intensive care unit alarm systems

    Sensors, Vol. 21, Núm. 21

2019

  1. Efficient PPG signal acquisition for atrial fibrillation screening with wearable devices

    Proceedings: IECON 2018 - 44th Annual Conference of the IEEE Industrial Electronics Society

  2. Using PPG Signals and Wearable Devices for Atrial Fibrillation Screening

    IEEE Transactions on Industrial Electronics, Vol. 66, Núm. 11, pp. 8832-8842

2017

  1. A quantitative method for selecting denoising filters, based on a new edge-sensitive metric

    Proceedings of the IEEE International Conference on Industrial Technology

  2. Optimized PPG-based wearable acquisition unit for massive analysis of heart rhythms

    IEEE International Symposium on Industrial Electronics

  3. Using support vector machines for atrial fibrillation screening

    IEEE International Symposium on Industrial Electronics