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Mora Jiménez, Inmaculada inmaculada.mora@urjc.es

Teoría de la Señal y Comunicaciones y Sistemas Telemáticos y Computación / Universidad Rey Juan Carlos

Publications

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

  • Garcia-Vicente, Clara
  • Chushig-Muzo, David
  • Mora-Jimenez, Inmaculada
  • Fabelo, Himar
  • Gram, Inger Torhild
  • Lochen, Maja-Lisa
  • Granja, Conceicao
  • Soguero-Ruiz, Cristina;
... View more Collapse

Applied Sciences-Basel - 1/4/2023

10.3390/app13074119 View at source

  • ISSN 20763417

Growing support vector classifiers with controlled complexity

  • Parrado-Hernandez, E
  • Mora-Jimenez, I
  • Arenas-Garcia, J
  • Figueiras-Vidal, AR
  • Navia-Vazquez, A;

Pattern Recognition (p. 1479-1488) - 1/7/2003

10.1016/s0031-3203(02)00351-5 View at source

  • ISSN 00313203

Heart Rate Turbulence Denoising Using Support Vector Machines

  • Luis Rojo-Alvarez, Jose
  • Barquero-Perez, Oscar
  • Mora-Jimenez, Inmaculada
  • Everss, Estrella
  • Belen Rodriguez-Gonzalez, Ana
  • Garcia-Alberola, Arcadi;

Ieee Transactions On Biomedical Engineering (p. 310-319) - 1/2/2009

10.1109/tbme.2008.2003146 View at source

  • ISSN 00189294

Heart Rate Variability on 7-Day Holter Monitoring Using a Bootstrap Rhythmometric Procedure

  • Goya-Esteban, Rebeca
  • Mora-Jimenez, Inmaculada
  • Luis Rojo-Alvarez, Jose
  • Barquero-Perez, Oscar
  • Pastor-Perez, Francisco J.
  • Manzano-Fernandez, Sergio
  • Pascual-Figal, Domingo A.
  • Garcia-Alberola, Arcadi;
... View more Collapse

Ieee Transactions On Biomedical Engineering (p. 1366-1376) - 1/6/2010

10.1109/tbme.2010.2040899 View at source

  • ISSN 00189294

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

  • Garcia-Carretero, Rafael
  • Barquero-Perez, Oscar
  • Mora-Jimenez, Inmaculada
  • Soguero-Ruiz, Cristina
  • Goya-Esteban, Rebeca
  • Ramos-Lopez, Javier;

Medical & Biological Engineering & Computing (p. 2011-2026) - 1/9/2019

10.1007/s11517-019-02007-9 View at source

  • ISSN 01400118

Implantable Defibrillator Electrograms and Origin of Left Ventricular Impulses: An Analysis of Regionalization Ability and Visual Spatial Resolution

  • Almendral, Jesus
  • Atienza, Felipe
  • Everss, Estrella
  • Castilla, Loreto
  • Gonzalez-Torrecilla, Esteban
  • Ormaetxe, Jose
  • Arenal, Angel
  • Ortiz, Mercedes
  • Sanroman-Junquera, Margarita
  • Mora-Jimenez, Inmaculada
  • Bellon, Jose M.
  • Rojo, Jose L.;
... View more Collapse

Journal Of Cardiovascular Electrophysiology (p. 506-514) - 1/5/2012

10.1111/j.1540-8167.2011.02233.x View at source

  • ISSN 10453873

Improving performance of neural classifiers via selective reduction of target levels

  • Mora-Jimenez, I.
  • Figueiras-Vidal, A. R.;

Neurocomputing (p. 3020-3027) - 1/8/2009

10.1016/j.neucom.2009.04.002 View at source

  • ISSN 09252312

Informative variable identifier: Expanding interpretability in feature selection

  • Munoz-Romero, Sergio
  • Gorostiaga, Arantza
  • Soguero-Ruiz, Cristina
  • Mora-Jimenez, Inmaculada
  • Rojo-Alvarez, Jose Luis;

Pattern Recognition - 1/2/2020

10.1016/j.patcog.2019.107077 View at source

  • ISSN 00313203

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

  • Martinez-Aguero, Sergio
  • Soguero-Ruiz, Cristina
  • Alonso-Moral, Jose M.
  • Mora-Jimenez, Inmaculada
  • Alvarez-Rodriguez, Joaquin
  • Marques, Antonio G.;

Future Generation Computer Systems-The International Journal of eScience (p. 68-83) - 1/8/2022

10.1016/j.future.2022.02.021 View at source

  • ISSN 0167739X

Interpreting clinical latent representations using autoencoders and probabilistic models

  • Chushig-Muzo, David
  • Soguero-Ruiz, Cristina
  • de Miguel-Bohoyo, Pablo
  • Mora-Jimenez, Inmaculada;

Artificial Intelligence In Medicine - 1/12/2021

10.1016/j.artmed.2021.102211 View at source

  • ISSN 09333657

This researcher has no books.

Aprender haciendo y relacionando en la asignatura de Tratamiento Digital de la Imagen

  • Cristina Soguero Ruiz
  • Inmaculada Mora Jiménez

Innovación Y Transformación Digital: Estrategias Y Metodologías Docentes En Educación Superior (p. 151-162) - 1/1/2018

  • iMarina

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

  • Noemí López García
  • Cristina Soguero Ruiz
  • Isabel Caballero López-Fando
  • Angel Gómez Delgado
  • Inmaculada Mora Jiménez

Hacia Una Salud Personalizada Y Universal. Xxxvii Congreso Anual De La Sociedad Española De Ingeniería Biomédica: Actas Del Congreso Caseib 2019 (p. 423-426) - 1/1/2019

  • iMarina

Textural and Morphological Features for Grading Brain Cancer Images

  • Jorge Tarancón Rey
  • Alberto Fernández Comesaña
  • Cristina Soguero Ruiz
  • Inmaculada Mora Jiménez
  • Dimitris Glotsos

Hacia Una Salud Personalizada Y Universal. Xxxvii Congreso Anual De La Sociedad Española De Ingeniería Biomédica: Actas Del Congreso Caseib 2019 (p. 347-350) - 1/1/2019

  • iMarina

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

  • del Arco E
  • Chidean MI
  • Mora-Jiménez I
  • Hamdar SH
  • Caamaño AJ

Springer Proceedings In Physics (p. 441-447) - 1/1/2020

10.1007/978-3-030-55973-1_54 View at source

  • ISSN 18674941

A data-driven model based on support vector machine to identify chronic hypertensive and diabetic patients

  • Soguero-Ruiz C
  • de Miguel-Bohoyo P
  • Mora-Jiménez I

Lecture Notes In Computer Science (p. 110-129) - 1/1/2019

10.1007/978-3-030-27950-9_7 View at source

  • ISSN 03029743

An Approach to New Methods for Digital Signal Processing on Optical Mapping Sequences and Electrical Mapping

  • Munoz-Romero, Sergio
  • Sanroman-Junquera, Margarita
  • Soguero-Ruiz, Cristina
  • Mora-Jimenez, Inmaculada
  • Caulier-Cisterna, Raul
  • Moreno-Planas, Javier
  • Garcia-Quintanilla, Jorge
  • Garcia-Alberola, Arcadi
  • Luis Rojo-Alvarez, Jose;
... View more Collapse

2013 40th Computing in Cardiology Conference, CinC 2013 (p. 481-484) - 1/1/2016

  • ISSN 23258861
  • iMarina

An improved secure image transmission technique via mosaic images by nearly reversible color transformations

  • Buenaño FA
  • Cifuentes GO
  • Mora-Jiménez I
  • Álvarez JLR

ICETE 2017 - Proceedings of the 14th International Joint Conference on e-Business and Telecommunications (p. 87-92) - 1/1/2017

10.5220/0006477900870092 View at source

Analysis of Physiological Meaning of Detrended Fluctuation Analysis in Heart Rate Variability Using a Lumped Parameter Model

  • Rojo-Alvarez, J. L.
  • Sanchez-Sanchez, A.
  • Barquero-Percz, O.
  • Goya-Esteban, R.
  • Everss, E.
  • Mora-Jimenez, I.
  • Garcia-Alberola, A.;
... View more Collapse

Computers In Cardiology (p. 25-+) - 1/1/2007

10.1109/cic.2007.4745412 View at source

  • ISSN 02766574

Applying LSTM networks to predict multi-drug resistance using binary multivariate clinical sequences

  • Martínez-Agüero S
  • Mora-Jiménez I
  • Alvarez-Rodriguez J
  • García-Marqués A
  • Soguero-Ruiz C

CEUR Workshop Proceedings - 1/1/2020

  • ISSN 16130073
  • iMarina

Auto-Cropping of Phone Camera Color Images to Segment Cardiac Signals in ECG Printouts

  • Lozano-Fernandez, F
  • Mora-Jimenez, I
  • Sanroman-Junquera, M
  • Munoz-Romero, S
  • Garcia-Alberola, A
  • Rojo-Alvarez, JL

2013 40th Computing in Cardiology Conference, CinC 2013 (p. 421-424) - 1/1/2016

10.22489/cinc.2016.122-281 View at source

  • ISSN 23258861

Automatic Location of Ventricular Arrhythmia using Implantable Defibrillator Stored Electrograms

  • Sanroman-Junquera, M.
  • Mora-Jimenez, I.
  • Almendral, J.
  • Everss, E.
  • Caamano-Fernandez, A.
  • Atienza, F.
  • Castilla, L.
  • Rojo-Alvarez, J. L.;
... View more Collapse

2013 40th Computing in Cardiology Conference, CinC 2013 (p. 749-752) - 1/1/2010

  • ISSN 23258861
  • iMarina

Big-Data Analytics for Arrhythmia Classification using Data Compression and Kernel Methods

  • Lillo-Castellano, JM
  • Mora-Jimenez, I
  • Moreno-Gonzalez, R
  • Montserrat-Garcia-de-Pablo, M
  • Garcia-Alberola, A
  • Rojo-Alvarez, JL

2013 40th Computing in Cardiology Conference, CinC 2013 (p. 661-664) - 1/1/2015

10.1109/cic.2015.7410997 View at source

  • ISSN 23258861

Bootstrap Resampling Feature Selection and Support Vector Machine for Early Detection of Anastomosis Leakage

  • Soguero-Ruiz, C
  • Hindberg, K
  • Rojo-Alvarez, JL
  • Skrovseth, SO
  • Godtliebsen, F
  • Mortensen, K
  • Revhaug, A
  • Lindsetmo, RO
  • Mora-Jimenez, I
  • Augestad, KM
  • Jenssen, R
... View more Collapse

2014 IEEE-EMBS INTERNATIONAL CONFERENCE ON BIOMEDICAL AND HEALTH INFORMATICS (BHI) (p. 577-580) - 1/1/2014

10.1109/bhi.2014.6864430 View at source

This researcher has no working papers.

This researcher has no technical reports.

This researcher has no research projects.

DATA ANALYTICS FOR SUPPORTING CLINICAL DECISION ON PATIENTS WITH IMPLANTABLE CARDIOVERTER DEFIBRILLATOR

  • Mora Jiménez, Inmaculada (Codirector)
  • Rojo Álvarez, José Luis (Director) Doctorando: JOSE MARIA LILLO CASTELLANO

26/6/2017

  • iMarina

MOSAIC IMAGES TO HANDLE THE ASSIGNED BANDWIDTH FOR INTERACTIVE TELEVISION APPLICATIONS ON THE ISBD-TB SYSTEM

  • Mora Jiménez, Inmaculada (Director)
  • Rojo Álvarez, José Luis (Tutor) Doctorando: FREDDY ROBERTO ACOSTA BUENAÑO

4/11/2019

  • iMarina

Prestaciones de las redes ad hoc inalámbricas: teoría a través de capas

  • Antonio José Caamaño Fernández (Director)
  • Inmaculada Mora Jiménez (Director) Doctorando: Eduardo Morgado Reyes

1/1/2009

  • iMarina

Unsupervised Learning Methods to Extract Clinical Knowledge of Patients with Chronic Diseases

  • Soguero Ruíz, Cristina (Codirector)
  • Mora Jiménez, Inmaculada (Director)
  • Rojo Álvarez, José Luis (Tutor) Doctorando: CRISTIAN DAVID CHUSHIG MUZO

1/4/2022

  • iMarina

This researcher has no patents or software licenses.

Last data update: 3/5/24 4:57 PM