Deep Physiological Model for Blood Glucose Prediction in T1DM Patients

por Munoz-Organero, Mario
Publicado 2020

Space-Distributed Traffic-Enhanced LSTM-Based Machine Learning Model for COVID-19 Incidence Forecasting

por Muñoz-Organero, Mario
Publicado 2022

Human Movement Recognition Based on the Stochastic Characterisation of Acceleration Data

por Munoz-Organero, Mario, Lotfi, Ahmad
Publicado 2016

Time-Elastic Generative Model for Acceleration Time Series in Human Activity Recognition

por Munoz-Organero, Mario, Ruiz-Blazquez, Ramona
Publicado 2017

Detecting Steps Walking at very Low Speeds Combining Outlier Detection, Transition Matrices and Autoencoders from Acceleration Patterns

por Muñoz-Organero, Mario, Ruiz-Blázquez, Ramona
Publicado 2017

Gait-Based Identification Using Deep Recurrent Neural Networks and Acceleration Patterns

por Peinado-Contreras, Angel, Munoz-Organero, Mario
Publicado 2020

Deep Spatiotemporal Model for COVID-19 Forecasting

por Muñoz-Organero, Mario, Queipo-Álvarez, Paula
Publicado 2022

A new RNN based machine learning model to forecast COVID-19 incidence, enhanced by the use of mobility data from the bike-sharing service in Madrid

por Muñoz-Organero, Mario, Callejo, Patricia, Hombrados-Herrera, Miguel Ángel
Publicado 2023

Assessing Walking Strategies Using Insole Pressure Sensors for Stroke Survivors

por Munoz-Organero, Mario, Parker, Jack, Powell, Lauren, Mawson, Susan
Publicado 2016

Learning Carbohydrate Digestion and Insulin Absorption Curves Using Blood Glucose Level Prediction and Deep Learning Models

por Muñoz-Organero, Mario, Queipo-Álvarez, Paula, García Gutiérrez, Boni
Publicado 2021

Using Absorption Models for Insulin and Carbohydrates and Deep Leaning to Improve Glucose Level Predictions

por Martínez-Delgado, Laura, Munoz-Organero, Mario, Queipo-Alvarez, Paula
Publicado 2021

Automatic Extraction and Detection of Characteristic Movement Patterns in Children with ADHD Based on a Convolutional Neural Network (CNN) and Acceleration Images

por Muñoz-Organero, Mario, Powell, Lauren, Heller, Ben, Harpin, Val, Parker, Jack
Publicado 2018

Using Recurrent Neural Networks to Compare Movement Patterns in ADHD and Normally Developing Children Based on Acceleration Signals from the Wrist and Ankle

por Muñoz-Organero, Mario, Powell, Lauren, Heller, Ben, Harpin, Val, Parker, Jack
Publicado 2019

Tourist Experiences Recommender System Based on Emotion Recognition with Wearable Data

por Santamaria-Granados, Luz, Mendoza-Moreno, Juan Francisco, Chantre-Astaiza, Angela, Munoz-Organero, Mario, Ramirez-Gonzalez, Gustavo
Publicado 2021

Algorithm for the Comparison of Human Periodic Movements Using Wearable Devices

por Burbano-Fernandez, Marlon, Sandoval-Serna, Jhoana, Riascos, Yilton, Muñoz-Organero, Mario, Thilagaraj, M., Venkataraman, V., Arunkumar, N., Ramirez-Gonzalez, Gustavo
Publicado 2021