Jove
Visualize
Contact Us
JoVE
x logofacebook logolinkedin logoyoutube logo
ABOUT JoVE
OverviewLeadershipBlogJoVE Help Center
AUTHORS
Publishing ProcessEditorial BoardScope & PoliciesPeer ReviewFAQSubmit
LIBRARIANS
TestimonialsSubscriptionsAccessResourcesLibrary Advisory BoardFAQ
RESEARCH
JoVE JournalMethods CollectionsJoVE Encyclopedia of ExperimentsArchive
EDUCATION
JoVE CoreJoVE BusinessJoVE Science EducationJoVE Lab ManualFaculty Resource CenterFaculty Site
Terms & Conditions of Use
Privacy Policy
Policies

Jose Ignacio Hidalgo Pérez

5PUBLICATIONS
53CO-AUTHORS
Predictive and prognostic markersDeep learningGenomics and transcriptomicsDisease surveillance
Featured researcher

Get your video featured.

JoVEPublish with JoVE
Featured researcher

Get your video featured.

JoVEPublish with JoVE
Journal

Publications (5)

Sort by Publication Date:
|Jul 10, 2025
AI Predictive Model of Mortality and Intensive Care Unit Admission in the COVID-19 Pandemic: Retrospective Population Cohort Study of 12,000 Patients.

Jose Manuel Ruiz Giardin, Óscar Garnica, Nieves Mesa Plaza

|Aug 29, 2024
Combination of Machine Learning Techniques to Predict Overweight/Obesity in Adults.

Alberto Gutiérrez-Gallego, José Javier Zamorano-León, Daniel Parra-Rodríguez

|Nov 13, 2021
Ensemble Models of Cutting-Edge Deep Neural Networks for Blood Glucose Prediction in Patients with Diabetes.

Félix Tena, Oscar Garnica, Juan Lanchares

|Sep 06, 2021
Diagnosing hospital bacteraemia in the framework of predictive, preventive and personalised medicine using electronic health records and machine learning classifiers.

Oscar Garnica, Diego Gómez, Víctor Ramos

|Aug 10, 2017
Data Based Prediction of Blood Glucose Concentrations Using Evolutionary Methods.

J Ignacio Hidalgo, J Manuel Colmenar, Gabriel Kronberger

Pageof 1

Frequent Collaborators

4 joint publications

Oscar Garnica

2 joint publications

Jose Manuel Ruiz Giardin

1 joint publications

Alberto Gutiérrez-Gallego

1 joint publications

Daniel Parra-Rodríguez

1 joint publications

José Manuel Velasco

1 joint publications

Rodrigo Jiménez-García

1 joint publications

Ana López-de-Andrés

1 joint publications

Natividad Cuadrado-Corrales

1 joint publications

David Carabantes-Alarcón

1 joint publications

Félix Tena

Frequent Collaborators

4 joint publications

Oscar Garnica

2 joint publications

Jose Manuel Ruiz Giardin

1 joint publications

Alberto Gutiérrez-Gallego

1 joint publications

Daniel Parra-Rodríguez

Top Related Videos

Constructing and Visualizing Models using Mime-based Machine-learning Framework
06:19

Constructing and Visualizing Models using Mime-based Machine-learning Framework

Published on : Jul 22, 2025

738
Assessment of Child Anthropometry in a Large Epidemiologic Study
09:36

Assessment of Child Anthropometry in a Large Epidemiologic Study

Published on : Feb 02, 2017

27.0K
Deep Neural Networks for Image-Based Dietary Assessment
13:19

Deep Neural Networks for Image-Based Dietary Assessment

Published on : Mar 13, 2021

9.4K
See more related videos

Top Related Videos

Constructing and Visualizing Models using Mime-based Machine-learning Framework
06:19

Constructing and Visualizing Models using Mime-based Machine-learning Framework

Published on : Jul 22, 2025

738
Assessment of Child Anthropometry in a Large Epidemiologic Study
09:36

Assessment of Child Anthropometry in a Large Epidemiologic Study

Published on : Feb 02, 2017

27.0K
Deep Neural Networks for Image-Based Dietary Assessment
13:19

Deep Neural Networks for Image-Based Dietary Assessment

Published on : Mar 13, 2021

9.4K
See more related videos