Publicaciones en las que colabora con Manuel Graña Romay (56)

2024

  1. Analysing disease trajectories in a cohort of 71,849 Patients: A visual analytics and statistical approach

    International Journal of Medical Informatics, Vol. 188

  2. Multicenter Prospective Blind External Validation of a Machine Learning Model for Predicting Heart Failure Decompensation: A 3-Hospital Validation Study

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

2023

  1. Prediction and Analysis of Heart Failure Decompensation Events Based on Telemonitored Data and Artificial Intelligence Methods

    Journal of Cardiovascular Development and Disease, Vol. 10, Núm. 2

2022

  1. Machine Learning Algorithms as a Computer-Assisted Decision Tool for Oral Cancer Prognosis and Management Decisions: A Systematic Review

    ORL, Vol. 84, Núm. 4, pp. 278-288

2021

  1. COLAEVA: Visual analytics and data mining web-based tool for virtual coaching of older adult populations

    Sensors, Vol. 21, Núm. 23

  2. Machine Learning Models for Predicting Facial Nerve Palsy in Parotid Gland Surgery for Benign Tumors

    Journal of Surgical Research, Vol. 262, pp. 57-64

2020

  1. Balanced training of a hybrid ensemble method for imbalanced datasets: a case of emergency department readmission prediction

    Neural Computing and Applications, Vol. 32, Núm. 10, pp. 5735-5744

  2. Experience Based Clinical Decision Support Systems: An Overview and Case Studies

    Intelligent Systems Reference Library (Springer Science and Business Media Deutschland GmbH), pp. 151-188

  3. Exploratory Analysis of Radiomics Features on a Head and Neck Cancer Public Dataset

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

  4. Head-Neck-Radiomics-HN1 data processed with Pyradiomics ready to use for data analysis

    Zenodo

  5. Head-Neck-Radiomics-HN1 data processed with Pyradiomics ready to use for data analysis

    Zenodo

2019

  1. Radiomics and texture analysis in laryngeal cancer. Looking for new frontiers in precision medicine through imaging analysis

    Cancers, Vol. 11, Núm. 10

2018

  1. Heart failure readmission or early death risk factor analysis: A case study in a telemonitoring program

    Smart Innovation, Systems and Technologies

  2. Predictive models for hospital readmission risk: A systematic review of methods

    Computer Methods and Programs in Biomedicine, Vol. 164, pp. 49-64

2017

  1. Emergency department readmission risk prediction: A case study in Chile

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

  2. Predicting 30-Day Emergency Readmission Risk

    International Joint Conference SOCO’16-CISIS’16-ICEUTE’16: San Sebastián, Spain, October 19th-21st, 2016 Proceedings

  3. Predicting 30-day emergency readmission risk

    Advances in Intelligent Systems and Computing

  4. Prevention of diabetes in overweight/obese children through a family based intervention program including supervised exercise (PREDIKID project): Study protocol for a randomized controlled trial

    Trials, Vol. 18, Núm. 1

2016

  1. Experience-Based Electronic Health Records

    Cybernetics and Systems, Vol. 47, Núm. 1-2, pp. 126-139

  2. Hygehos ontology for electronic health records

    Smart Innovation, Systems and Technologies