Personal information

Biography

Inmaculada Mora Jiménez received the degree in Telecommunication Engineering from the Polytechnic University of Valencia (Spain), and the Ph.D. degree in Telecommunication from Carlos III University of Madrid (Spain). She is currently Full Professor in the School of Engineering at Rey Juan Carlos University (Madrid, Spain).

Her main research interests include image processing and computer vision, as well as statistical learning theory and artificial neural networks for knowledge extraction in different fields (mainly, in the health sector). She has published more than 120 papers in journals and conferences related to these areas (h-index 21 in Google Scholar - Aug 2023 - , more than 50 papers in JCR journals), leading 10 competitive research projects. She teaches in courses related to signal processing, machine learning and computer vision, having supervised more than 70 Final Degree Projects and 7 Doctoral Thesis (3 of them, awarded).

She is currently leading a Doctoral Program (awarded with the Spanish Quality Mention) in Rey Juan Carlos University, as well as a course on "Analysis of data and machine learning in the health sector", in collaboration of the Spanish Society of Hospital Pharmacy. From 2011 to 2020, she was the Deputy Director of International Relations and Postgraduate Studies in the School of Telecommunications Engineering, and from 2021 she is Academic Secretary in the International Doctorate School in Rey Juan Carlos University. She has also collaborated for 4 years (2016-2020) as a research expert on a regional agency for research projects funding in Spain.

Activities

Employment (1)

Universidad Rey Juan Carlos - Campus de Fuenlabrada: Fuenlabrada, Madrid, ES

Full Professor (Signal Theory and Communications)
Employment
Source: Self-asserted source
INMACULADA MORA JIMENEZ

Education and qualifications (2)

Universidad Politécnica de Valencia: Valencia, Valencia, ES

Degree in Telecommunication Engineering
Education
Source: Self-asserted source
INMACULADA MORA JIMENEZ

Universidad Carlos III de Madrid - Campus de Leganes: Leganes, Comunidad de Madrid, ES

PhD in Telecommunication
Education
Source: Self-asserted source
INMACULADA MORA JIMENEZ

Funding (34)

Processing and Learning from Data over Graphs: From Inferring Structure to Applications

2023-09 to 2026-08 | Grant
Nacional Research Agency (Madrid, Madrid, ES)
GRANT_NUMBER:

PID2022-136887NB-I00

Source: Self-asserted source
INMACULADA MORA JIMENEZ

Personalized multiscale models of the heart for in-silico clinical trials: Effect of obesity on cardiac arrhythmias

2023-01 to 2023-12 | Grant
King Juan Carlos University (Madrid, Madrid, ES)
GRANT_NUMBER:

F923

Source: Self-asserted source
INMACULADA MORA JIMENEZ

DAta and TRAnsportation Science COOPeration for a Sustainable Environment and a Socially responsible networked Mobility

2022-12 to 2024-11 | Grant
Nacional Research Agency (Madrid, Madrid, ES)
GRANT_NUMBER:

TED2021-130347B-I00

Source: Self-asserted source
INMACULADA MORA JIMENEZ

Grants for hiring Research Assistants (INVESTIGO Program, with Funds of NextGenerationEU). Call 2022

2022-10 to 2023-10 | Grant
Region of Madrid. PLAN DE RECUPERACIÓN, TRANSFORMACIÓN Y RESILIENCIA – European Union – NextGenerationEU (Madrid, Madrid, ES)
Source: Self-asserted source
INMACULADA MORA JIMENEZ

Expert in Data Analysis and Machine Learning in the Health System

2021-03 to 2022-03 | Contract
Company Clover SGM (Madrid, Madrid, ES)
Source: Self-asserted source
INMACULADA MORA JIMENEZ

Expert in Data Analysis and Machine Learning in the Health System

2021-03 to 2022-03 | Contract
Company Clover SGM (Madrid, Madrid, ES)
Source: Self-asserted source
INMACULADA MORA JIMENEZ

Watching the risk factors: Artificial intelligence and the prevention of chronic conditions

2021-01 to 2024-12 | Grant
European Commission (Madrid, Madrid, ES)
GRANT_NUMBER:

101017385

Source: Self-asserted source
INMACULADA MORA JIMENEZ

Grants for hiring Research Assistants in the Community of Madrid. Call 2020

2021-01 to 2022-12 | Grant
Community of Madrid (Madrid, Madrid, ES)
GRANT_NUMBER:

PEJ-2020-AI/TIC-19017

Source: Self-asserted source
INMACULADA MORA JIMENEZ

Recognition of Multimodal Patterns for Characterization and Prediction of the Clinical Evolution of Patients Affected by SARS-COV-2

2021-01 to 2022-06 | Grant
Universidad Rey Juan Carlos (Madrid, Madrid, ES)
GRANT_NUMBER:

M2408

Source: Self-asserted source
INMACULADA MORA JIMENEZ

Fundamentals of Data Science from and for Applications in Health and Tourism

2020-06 to 2023-05 | Grant
Spanish Ministry of Science and Innovation (Madrid, Madrid, UY)
GRANT_NUMBER:

PID2019-106623RB-C41

Source: Self-asserted source
INMACULADA MORA JIMENEZ

Grants for the hiring of Predoctoral Researchers of the Community of Madrid. Call 2019

2020-03 to 2021-03 | Grant
Community of Madrid (Madrid, Madrid, ES)
GRANT_NUMBER:

PEJD-2019-PRE/TIC-16636

Source: Self-asserted source
INMACULADA MORA JIMENEZ

Machine learning methods and visualization of clinical data to predict antimicrobial multiresistance in the intensive care unit

2020-01 to 2021-12 | Grant
Comunidad de Madrid (Madrid, Madrid, ES)
Source: Self-asserted source
INMACULADA MORA JIMENEZ

Learning Machines for Singular Problems and Applications

2018-07 to 2020-06 | Grant
Ministry of Science, Innovation and Universities (Madrid, Madrid, ES)
GRANT_NUMBER:

TIN2017-90567-REDT

Source: Self-asserted source
INMACULADA MORA JIMENEZ

From hypertension to diabetes. Identification of risk factors using machine learning with heterogeneous data

2018-01 to 2020-12 | Grant
Instituto de Salud Carlos III (Madrid, Madrid, ES)
GRANT_NUMBER:

DTS17/00158

Source: Self-asserted source
INMACULADA MORA JIMENEZ

Knowledge Extraction for Clinical Evolution Prediction using Data Analytics

2016-12 to 2020-12 | Grant
Ministry of Economy, Trade and Industry (Madrid, Madrid, ES)
GRANT_NUMBER:

TEC2016-75361-R

Source: Self-asserted source
INMACULADA MORA JIMENEZ

BigSeeds – Biomedical Big Data and Signal Analysis in the Cloud

2015-09 to 2016-06 | Contract
Persei Consulting SL (company) (Madrid, Madrid, ES)
Source: Self-asserted source
INMACULADA MORA JIMENEZ

Intelligent Electrical Networks Program in the Community of Madrid

2014-10 to 2018-12 | Grant
Consejería de Educación, Juventud y Deporte, Comunidad de Madrid (Madrid, Madrid, ES)
GRANT_NUMBER:

S2013/ICE-2933

Source: Self-asserted source
INMACULADA MORA JIMENEZ

Nonlinear Digital Processing and Statistical Learning with Autocorrelation Kernels for Health Applications

2014-01 to 2017-12 | Grant
Spanish Ministry of Economy and Competitiveness (Madrid, Madrid, ES)
GRANT_NUMBER:

TEC2013-48439-C4-1-R

Source: Self-asserted source
INMACULADA MORA JIMENEZ

Non-intrusive home vital signs monitoring system

2012-07 to 2015-12 | Grant
Spanish Ministry of Economy and Competitiveness (Madrid, Madrid, ES)
GRANT_NUMBER:

IPT-2012-1126-300000

Source: Self-asserted source
INMACULADA MORA JIMENEZ

Wireless Electronic Nose

2011-05 to 2014-06 | Grant
Spanish Ministry of Economy, Industry and Competitiveness (Madrid, Madrid, ES)
GRANT_NUMBER:

IPT-2011-0727-020000

Source: Self-asserted source
INMACULADA MORA JIMENEZ

Feature Extraction and Variable Selection for Long-term Multivariate

2011-01 to 2014-12 | Grant
Spanish Ministry of Science and Innovation (Madrid, Madrid, ES)
GRANT_NUMBER:

TEC2010-19263

Source: Self-asserted source
INMACULADA MORA JIMENEZ

Locating the origin of cardiac arrhythmias through modeling and information and communication technologies

2010-01 to 2012-12 | Grant
Department of Innovation and Tourism Industry Development, Queensland Government (Madrid, Madrid, ES)
GRANT_NUMBER:

TSI-020100-2010-469

Source: Self-asserted source
INMACULADA MORA JIMENEZ

Distributed spatial multicomponent processing of cardiac electrical recordings with signal and image processing

2010-01 to 2011-12 | Grant
Universidad Rey Juan Carlos (Madrid, Madrid, ES)
Source: Self-asserted source
INMACULADA MORA JIMENEZ

Automatic Guidance of Public Transport Vehicles Using Multimodal Perception to Improve Efficiency

2009-01 to 2011-12 | Grant
Spanish Ministry of Development. Transport and Infrastructure Subprogram (Madrid, Madrid, ES)
GRANT_NUMBER:

P9/08

Source: Self-asserted source
INMACULADA MORA JIMENEZ

Accident0. Complex interrelationship tool among explanatory variables contributing to the road safety

2009-01 to 2011-09 | Grant
Spanish Ministry of Industry, Tourism and Commerce (Madrid, Madrid, ES)
GRANT_NUMBER:

TSI-020100-2009-735

Source: Self-asserted source
INMACULADA MORA JIMENEZ

Prediction of sudden cardiac death and monitoring of electrocardiographic signals using Support Vector Machines

2009-01 to 2009-12 | Grant
Community of Madrid and Rey Juan Carlos University (Madrid, Madrid, ES)
GRANT_NUMBER:

URJC-CM-2008-CET-3732

Source: Self-asserted source
INMACULADA MORA JIMENEZ

Algorithms to improve image quality in video surveillance environments

2008-09 to 2009-03 | Contract
Company AMPER SA (Madrid, Madrid, ES)
Source: Self-asserted source
INMACULADA MORA JIMENEZ

Personalizable interactions with resources on ami-enabled mobile dynamic enviroments

2008-01 to 2010-12 | Grant
Ministry of Industry, Tourism and Commerce (Madrid, Madrid, ES)
GRANT_NUMBER:

TSI-020301-2008-2

Source: Self-asserted source
INMACULADA MORA JIMENEZ

Specialized SVM algorithm and applications to wireless communications

2007-10 to 2010-09 | Grant
Spanish Ministry of Education and Science (Madrid, Madrid, ES)
GRANT_NUMBER:

TEC2007-68096-C02-01/TCM

Source: Self-asserted source
INMACULADA MORA JIMENEZ

Distributed Multimedia Processing

2006-01 to 2009-12 | Grant
Department of Education and Research of the Community of Madrid (Madrid, Madrid, ES)
GRANT_NUMBER:

P-TIC-000223-0505

Source: Self-asserted source
INMACULADA MORA JIMENEZ

Java Utilities for Enhanced Videoservices Enabling

2005-11 to 2006-03 | Grant
Spanish Ministry of Science and Innovation (Madrid, Madrid, ES)
GRANT_NUMBER:

FIT-350110-2005-25

Source: Self-asserted source
INMACULADA MORA JIMENEZ

Nuevas Técnicas de Estimación Basadas en Máquinas de Vectores Soporte para Estimación de Canales MIMO y Series Financieras

2003-10 to 2004-10 | Grant
Community of Madrid (Madrid, Madrid, ES)
Source: Self-asserted source
INMACULADA MORA JIMENEZ

Nuevas Técnicas de Estimación Basadas en Máquinas de Vectores Soporte para Estimación de Canales MIMO y Series Financieras

2003-10 to 2004-10 | Grant
Community of Madrid (Madrid, Madrid, ES)
Source: Self-asserted source
INMACULADA MORA JIMENEZ

New Algorithms for the Efficient Management of Multimedia Content in Mobile Communications Networks

2002-11 to 2005-11 | Grant
Spanish Ministry of Education and Science (Madrid, Madrid, ES)
GRANT_NUMBER:

TIC2002-03713

Source: Self-asserted source
INMACULADA MORA JIMENEZ

Works (50 of 113)

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Page 1 of 3

Active learning and margin strategies for arrhythmia classification in implantable devices

Computers in Biology and Medicine
2025-04 | Journal article
Contributors: José-María Lillo-Castellano; Inmaculada Mora-Jiménez; María Martín-Méndez; Laia Cerdá; Arcadi García-Alberola; José Luis Rojo-Álvarez; Devis Tuia
Source: check_circle
Crossref

Naïve Bayes for Health-Status Predictive Monitoring in COVID-19: Leveraging Drugs and Diagnoses

2024 | Book chapter
Contributors: Laura Teresa Martínez Marquina; Nuria Núñez Anglada; José Felipe Varona Arche; Inmaculada Mora Jiménez
Source: check_circle
Crossref

A streaming data visualization framework for supporting decision-making in the Intensive Care Unit

Expert Systems with Applications
2023-10 | Journal article
Contributors: Miguel A. Mohedano-Munoz; Cristina Soguero-Ruiz; Inmaculada Mora-Jiménez; Manuel Rubio-Sánchez; Joaquín Álvarez-Rodríguez; Alberto Sanchez
Source: check_circle
Crossref

A Python package to efficiently compute dynamic time warping between time series

SoftwareX
2023-05 | Journal article
Contributors: Oscar Escudero-Arnanz; Antonio García-Marqués; Cristina Soguero-Ruiz; Inmaculada Mora-Jiménez; Gregorio Robles
Source: Self-asserted source
INMACULADA MORA JIMENEZ

Dimensionality Reduction and Ensemble of LSTMs for Antimicrobial Resistance Prediction

Artificial Intelligence in Medicine
2023-04-03 | Journal article
Contributors: Àlvar Hernàndez-Carnerero; Miquel Sànchez-Marrè; Inmaculada Mora Jiménez; Cristina Soguero-Ruiz; Sergio Martínez-Agüero; Joaquín Álvarez-Rodríguez
Source: Self-asserted source
INMACULADA MORA JIMENEZ

Evaluation of Synthetic Categorical Data Generation Techniques for Predicting Cardiovascular Diseases and Post-Hoc Interpretability of the Risk Factors

Applied Sciences
2023-03-23 | Journal article
Contributors: Clara García-Vicente; David Chushig-Muzo; Inmaculada Mora-Jiménez; Himar Fabelo; Inger Torhild Gram; Maja-Lisa Løchen; Conceição Granja; Cristina Soguero-Ruiz
Source: check_circle
Crossref
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Preferred source (of 2)‎

Proceedings of the 16th International Joint Conference on Biomedical Engineering Systems and Technologies

2023-02-16 | Conference paper
Part of ISBN: 9789897586316
Source: Self-asserted source
INMACULADA MORA JIMENEZ

Clinical Synthetic Data Generation to Predict and Identify Risk Factors for Cardiovascular Diseases

2022 | Book chapter
Contributors: Clara García-Vicente; David Chushig-Muzo; Inmaculada Mora-Jiménez; Himar Fabelo; Inger Torhild Gram; Maja-Lisa Løchen; Conceição Granja; Cristina Soguero-Ruiz
Source: check_circle
Crossref

Statistical Analysis of Color Differences on Iris Images for Supporting Cluster Headache Diagnosis

Proceedings of the 19th International Conference on Signal Processing and Multimedia Applications
2022 | Conference paper
Contributors: Inmaculada Mora-Jiménez; Andrés Iglesias-Rojano; Mohammed El-Yaagoubi; José Rojo-Álvarez; Juan Pareja-Grande
Source: Self-asserted source
INMACULADA MORA JIMENEZ

Local Naïve Bayes for Predicting Evolution of COVID-19 Patients on Self Organizing Maps

2022 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)
2022-12-06 | Conference paper
Contributors: Carlos Arias-Alcaide; Cristina Soguero-Ruiz; Paloma Santos-Alvarez; Jose Felipe Varona Arche; Inmaculada Mora-Jimenez
Source: Self-asserted source
INMACULADA MORA JIMENEZ

Efficient 3D human pose estimation from RGBD sensors

Displays
2022-09 | Journal article
Contributors: David Pascual-Hernández; Nuria Oyaga de Frutos; Inmaculada Mora-Jiménez; José María Cañas-Plaza
Source: check_circle
Crossref

Data-driven cardiovascular risk prediction and prognosis factor identification in diabetic patients

2022 IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI)
2022-09-27 | Conference paper
Contributors: Hugo Calero-Diaz; David Chushig-Muzo; Himar Fabelo; Inmaculada Mora-Jimenez; Conceicao Granja; Cristina Soguero-Ruiz
Source: Self-asserted source
INMACULADA MORA JIMENEZ

Learning and visualizing chronic latent representations using electronic health records

BioData Mining
2022-09-05 | Journal article
Contributors: David Chushig-Muzo; Cristina Soguero-Ruiz; Pablo de Miguel Bohoyo; Inmaculada Mora-Jiménez
Source: check_circle
Crossref

Interpretable clinical time-series modeling with intelligent feature selection for early prediction of antimicrobial multidrug resistance

Future Generation Computer Systems
2022-08 | Journal article
Contributors: Sergio Martínez-Agüero; Cristina Soguero-Ruiz; Jose M. Alonso-Moral; Inmaculada Mora-Jiménez; Joaquín Álvarez-Rodríguez; Antonio G. Marques
Source: check_circle
Crossref

Health Status Monitoring of COVID-19 Patient's through Blood Tests and Naïve-Bayes

International Conference on Health Information Systems and Decision Support Systems
2022-06 | Conference paper
Part of ISSN: 1307-6892
Contributors: C. Arias-Alcaide; C. Soguero-Ruiz; P. Santos-Álvarez; A. García-Romero; I. Mora-Jiménez
Source: Self-asserted source
INMACULADA MORA JIMENEZ

Antimicrobial Resistance Prediction in Intensive Care Unit for Pseudomonas Aeruginosa using Temporal Data-Driven Models

International Journal of Interactive Multimedia and Artificial Intelligence
2021 | Journal article
Part of ISSN: 1989-1660
Source: Self-asserted source
INMACULADA MORA JIMENEZ

Editor's Note

International Journal of Interactive Multimedia and Artificial Intelligence
2021 | Journal article
Part of ISSN: 1989-1660
Source: Self-asserted source
INMACULADA MORA JIMENEZ

Data and Network Analytics for COVID-19 ICU Patients: A Case Study for a Spanish Hospital

IEEE Journal of Biomedical and Health Informatics
2021-12 | Journal article
Contributors: Sergio Martinez-Aguero; Antonio G. Marques; Inmaculada Mora-Jimenez; Joaquin Alvarez-Rodriguez; Cristina Soguero-Ruiz
Source: check_circle
Crossref

Interpreting clinical latent representations using autoencoders and probabilistic models

Artificial Intelligence in Medicine
2021-12 | Journal article
Part of ISSN: 0933-3657
Source: Self-asserted source
INMACULADA MORA JIMENEZ

Machine Learning to Determine Physical Activity using Glucose Level Monitoring in People with type 1 Diabetes Mellitus

Digitalized Methods and Tools for Industry and Healthcare, ECCOMAS Thematic Workshop
2021-12 | Conference paper
Contributors: H. Calero-Díaz; I. Mora-Jiménez; H. Fabelo; GM Callico; AM Wägner; C Granja; PR van Dijk; C. Soguero-Ruiz
Source: Self-asserted source
INMACULADA MORA JIMENEZ

Mapping Health Trajectories on Self Organizing Maps using COVID-19 Patient’s Blood Tests

2021 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)
2021-12-09 | Conference paper
Contributors: Carlos Arias-Alcaide; Cristina Soguero-Ruiz; Paloma Santos-Alvarez; Adrian Garcia-Romero; Inmaculada Mora-Jimenez
Source: Self-asserted source
INMACULADA MORA JIMENEZ

Predicting Multidrug Resistance Using Temporal Clinical Data and Machine Learning Methods

2021 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)
2021-12-09 | Conference paper
Contributors: Lidia Pascual-Sanchez; Inmaculada Mora-Jimenez; Sergio Martinez-Aguero; Joaquin Alvarez-Rodriguez; Cristina Soguero-Ruiz
Source: Self-asserted source
INMACULADA MORA JIMENEZ

Machine learning approaches to constructing predictive models of vitamin D deficiency in a hypertensive population: a comparative study

Informatics for Health and Social Care
2021-12-02 | Journal article
Part of ISSN: 1753-8157
Part of ISSN: 1753-8165
Source: Self-asserted source
INMACULADA MORA JIMENEZ

On the Statistical Differences in the Pharmacological Treatment of COVID-19 Patients

2021 IEEE EMBS International Conference on Biomedical and Health Informatics (BHI)
2021-07-27 | Conference paper
Source: Self-asserted source
INMACULADA MORA JIMENEZ

Artificial Intelligence to Get Insights of Multi-Drug Resistance Risk Factors during the First 48 Hours from ICU Admission

Antibiotics
2021-02-27 | Journal article
Contributors: Inmaculada Mora-Jiménez; Jorge Tarancón-Rey; Joaquín Álvarez-Rodríguez; Cristina Soguero-Ruiz
Source: check_circle
Crossref
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Preferred source (of 2)‎

A Geostatistical Approach to Traffic Flow Reconstruction from Sparse Floating-Car Data

Springer Proceedings in Physics
2020 | Book chapter
Part of ISBN: 9783030559724
Part of ISBN: 9783030559731
Part of ISSN: 0930-8989
Part of ISSN: 1867-4941
Source: Self-asserted source
INMACULADA MORA JIMENEZ

Constructing Measures of Sparsity

IEEE Transactions on Knowledge and Data Engineering
2020 | Journal article
Part of ISSN: 1041-4347
Part of ISSN: 1558-2191
Part of ISSN: 2326-3865
Source: Self-asserted source
INMACULADA MORA JIMENEZ
grade
Preferred source (of 2)‎

Data-Driven Visual Characterization of Patient Health-Status Using Electronic Health Records and Self-Organizing Maps

IEEE Access
2020 | Journal article
Part of ISSN: 2169-3536
Source: Self-asserted source
INMACULADA MORA JIMENEZ

Finding Associations among Chronic Conditions by Bootstrap and Multiple Correspondence Analysis

2020 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)
2020-12-16 | Conference paper
Source: Self-asserted source
INMACULADA MORA JIMENEZ

Feature Selection and Machine Learning for Predicting Multi-drug Resistance just After ICU Admission

XXXVIII Congreso Anual de la Sociedad Española de Ingeniería Biomédica
2020-11-25 | Conference paper
Contributors: J. Tarancón-Rey; I. Mora-Jiménez; J. Álvarez-Rodríguez; C. Soguero-Ruiz
Source: Self-asserted source
INMACULADA MORA JIMENEZ

Feature Selection and Tree-based Models to Predict Multidrug-Resistance

XXXVIII Congreso Anual de la Sociedad Española de Ingeniería Biomédica
2020-11-25 | Conference paper
Contributors: O. Escudero-Arnanz; I. Mora-Jiménez; S. Martínez-Agüero; J. Álvarez-Rodríguez; C. Soguero-Ruiz
Source: Self-asserted source
INMACULADA MORA JIMENEZ

Modelling Temporal Relationships in Pseudomonas Aeruginosa Antimicrobial Resistance Prediction in Intensive Care Unit

Workshop on Singular Problems for Healthcare, co-located with European Conference on Artificial Intelligence
2020-09-01 | Conference paper
Part of ISSN: 1613-0073
Contributors: À. Hernàndez-Carnerero; M. Sànchez-Marrè; I. Mora-Jiménez; C. Soguero-Ruiz; S. Martínez-Agüero; J. Álvarez-Rodríguez
Source: Self-asserted source
INMACULADA MORA JIMENEZ

Temporal Feature Selection for Characterizing Antimicrobial Multidrug Resistance in the Intensive Care Unit

Workshop on Singular Problems for Healthcare, co-located with European Conference on Artificial Intelligence
2020-09-01 | Conference paper
Part of ISSN: 1613-0073
Contributors: O. Escudero-Arnanz; I. Mora-Jiménez; S. Martínez-Agüero; J. Álvarez-Rodríguez; C. Soguero-Ruiz
Source: Self-asserted source
INMACULADA MORA JIMENEZ

Applying LSTM Networks to Predict Multi-drug Resistance Using Binary Multivariate Clinical Sequences

European Starting AI Researchers' Symposium, co-located with European Conference on Artificial Intelligence
2020-08-29 | Conference paper
Part of ISSN: 1613-0073
Contributors: S. Martínez-Agüero; I. Mora-Jiménez; J. Álvarez-Rodríguez; A. García-Marqués; C. Soguero-Ruiz
Source: Self-asserted source
INMACULADA MORA JIMENEZ

Quantitative Cluster Headache Analysis for Neurological Diagnosis Support Using Statistical Classification

Information
2020-08-10 | Journal article
Part of ISSN: 2078-2489
Source: Self-asserted source
INMACULADA MORA JIMENEZ
grade
Preferred source (of 3)‎

Use of a K-nearest neighbors model to predict the development of type 2 diabetes within 2 years in an obese, hypertensive population

Medical & Biological Engineering & Computing
2020-05 | Journal article
Part of ISSN: 0140-0118
Part of ISSN: 1741-0444
Source: Self-asserted source
INMACULADA MORA JIMENEZ

Visually guided classification trees for analyzing chronic patients

BMC Bioinformatics
2020-03 | Journal article
Part of ISSN: 1471-2105
Source: Self-asserted source
INMACULADA MORA JIMENEZ

Logistic LASSO and Elastic Net to Characterize Vitamin D Deficiency in a Hypertensive Obese Population

Metabolic Syndrome and Related Disorders
2020-03-01 | Journal article
Part of ISSN: 1540-4196
Part of ISSN: 1557-8518
Source: Self-asserted source
INMACULADA MORA JIMENEZ

Informative variable identifier: Expanding interpretability in feature selection

Pattern Recognition
2020-02 | Journal article
Part of ISSN: 0031-3203
Source: Self-asserted source
INMACULADA MORA JIMENEZ

A Data-Driven Model Based on Support Vector Machine to Identify Chronic Hypertensive and Diabetic Patients

2019 | Book chapter
Contributors: Cristina Soguero-Ruiz; Pablo de Miguel-Bohoyo; Inmaculada Mora-Jiménez
Source: check_circle
Crossref

Mapas de correspondencias y auto-codificadores para el análisis de grupos de pacientes crónicos

XXXVII Congreso Anual de la Sociedad Española de Ingeniería Biomédica
2019-11-27 | Conference paper
Contributors: N. López-García; C. Soguero-Ruiz; I. Caballero-López Fando; A. Gómez-Delgado; I. Mora-Jiménez
Source: Self-asserted source
INMACULADA MORA JIMENEZ

Textural and Morphological Features for Grading Brain Cancer Images

XXXVII Congreso Anual de la Sociedad Española de Ingeniería Biomédica
2019-11-27 | Conference paper
Contributors: J. Tarancón-Rey; A. Fernández-Comesaña; C. Soguero-Ruiz; I. Mora-Jiménez; D. Glotsos
Source: Self-asserted source
INMACULADA MORA JIMENEZ

Identification of clinically relevant features in hypertensive patients using penalized regression: a case study of cardiovascular events

Medical & Biological Engineering & Computing
2019-09 | Journal article
Part of ISSN: 0140-0118
Part of ISSN: 1741-0444
Source: Self-asserted source
INMACULADA MORA JIMENEZ

Prevalencia y características clínicas de la esteatohepatitis no alcohólica en una población con hipertensión arterial esencial

Hipertensión y Riesgo Vascular
2019-07 | Journal article
Part of ISSN: 1889-1837
Source: Self-asserted source
INMACULADA MORA JIMENEZ

Machine Learning Techniques to Identify Antimicrobial Resistance in the Intensive Care Unit

Entropy
2019-06-18 | Journal article
Contributors: Sergio Martínez-Agüero; Inmaculada Mora-Jiménez; Jon Lérida-García; Joaquín Álvarez-Rodríguez; Cristina Soguero-Ruiz
Source: check_circle
Crossref

Data Amount Reduction in Mosaic Image Transmission Techniques for Digital Interactive Television Applications

IEEE Access
2018 | Journal article
Part of ISSN: 2169-3536
Source: Self-asserted source
INMACULADA MORA JIMENEZ

On the Use of Decision Trees Based on Diagnosis and Drug Codes for Analyzing Chronic Patients

2018 | Book chapter
Contributors: Cristina Soguero-Ruiz; Ana Alberca Díaz-Plaza; Pablo de Miguel Bohoyo; Javier Ramos-López; Manuel Rubio-Sánchez; Alberto Sánchez; Inmaculada Mora-Jiménez
Source: check_circle
Crossref

Using multi-anchors to identify patients suffering from multimorbidities

2018 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)
2018-12 | Conference paper
Source: Self-asserted source
INMACULADA MORA JIMENEZ

Cardiovascular risk assessment in prediabetic patients in a hypertensive population: The role of cystatin C

Diabetes & Metabolic Syndrome: Clinical Research & Reviews
2018-09 | Journal article
Part of ISSN: 1871-4021
Source: Self-asserted source
INMACULADA MORA JIMENEZ

Classifying cardiac arrhythmic episodes via data compression

Neurocomputing
2018-09 | Journal article
Part of ISSN: 0925-2312
Source: Self-asserted source
INMACULADA MORA JIMENEZ
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