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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

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

  • Mohedano-Munoz, Miguel A.
  • Soguero-Ruiz, Cristina
  • Mora-Jimenez, Inmaculada
  • Rubio-Sanchez, Manuel
  • Alvarez-Rodriguez, Joaquin
  • Sanchez, Alberto;

Expert Systems With Applications - 8/5/2023

10.1016/j.eswa.2023.120252 View at source

  • ISSN 09574174

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

Learning and visualizing chronic latent representations using electronic health records

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

Biodata Mining - 5/9/2022

10.1186/s13040-022-00303-z View at source

  • ISSN 17560381

Efficient 3D human pose estimation from RGBD sensors

  • Pascual-Hernandez, David
  • de Frutos, Nuria Oyaga
  • Mora-Jimenez, Inmaculada
  • Canas-Plaza, Jose Maria;

DISPLAYS - 1/9/2022

10.1016/j.displa.2022.102225 View at source

  • ISSN 01419382

Constructing Measures of Sparsity

  • Pastor G
  • Mora-Jimenez I
  • Jantti R
  • Caamano AJ

Ieee Transactions On Knowledge And Data Engineering (p. 3643-3654) - 1/8/2022

10.1109/tkde.2020.3029851 View at source

  • ISSN 10414347

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

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

  • Mora-Jimenez, Inmaculada
  • Tarancon-Rey, Jorge
  • alvarez-Rodriguez, Joaquin
  • Soguero-Ruiz, Cristina;

Antibiotics (p. 1-20) - 1/3/2021

10.3390/antibiotics10030239 View at source

  • ISSN 20796382

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

  • Hernandez-Carnerero, Alvar
  • Sanchez-Marre, Miquel
  • Mora-Jimenez, Inmaculada
  • Soguero-Ruiz, Cristina
  • Martinez-Aguero, Sergio
  • Alvarez-Rodriguez, Joaquin;

International Journal Of Interactive Multimedia And Artificial Intelligence (p. 119-133) - 1/3/2021

10.9781/ijimai.2021.02.012 View at source

  • ISSN 19891660

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

  • Garcia Carretero, Rafael
  • Vigil-Medina, Luis
  • Barquero-Perez, Oscar
  • Mora-Jimenez, Inmaculada
  • Soguero-Ruiz, Cristina
  • Ramos-Lopez, Javier;

Informatics For Health & Social Care (p. 355-369) - 2/12/2021

10.1080/17538157.2021.1896524 View at source

  • ISSN 17538157

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.

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

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

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

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

  • Mora-Jimenez, Inmaculada
  • Iglesias-Rojano, Andres
  • El-Yaagoubi, Mohammed
  • Luis Rojo-Alvarez, Jose
  • Antonio Pareja-Grande, Juan;

SIGMAP: PROCEEDINGS OF THE 19TH INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING AND MULTIMEDIA APPLICATIONS (p. 40-47) - 1/1/2022

10.5220/0011318700003289 View at source

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

  • 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

Lecture Notes In Computer Science (p. 75-91) - 1/1/2022

10.1007/978-3-031-23905-2_6 View at source

  • ISSN 03029743

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

  • Arias-Alcaide C
  • Soguero-Ruiz C
  • Santos-Alvarez P
  • Garcia-Romero A
  • Mora-Jimenez I

Proceedings - 2021 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2021 (p. 1251-1256) - 1/1/2021

10.1109/bibm52615.2021.9669706 View at source

Predicting Multidrug Resistance Using Temporal Clinical Data and Machine Learning Methods

  • Pascual-Sanchez L
  • Mora-Jimenez I
  • Martinez-Aguero S
  • Alvarez-Rodriguez J
  • Soguero-Ruiz C

Proceedings - 2021 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2021 (p. 2826-2833) - 1/1/2021

10.1109/bibm52615.2021.9669829 View at source

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

Finding Associations among Chronic Conditions by Bootstrap and Multiple Correspondence Analysis

  • Soguero-Ruiz, Cristina
  • Alonso-Arteaga, Natalia
  • Munoz-Romero, Sergio
  • Luis Rojo-Alvarez, Jose
  • Rubio-Sanchez, Manuel
  • Caballero Lopez-Fajardo, Isabel
  • Mora-Jimenez, Inmaculada;
... View more Collapse

2020 Ieee International Conference On Bioinformatics And Biomedicine (p. 2066-2073) - 1/1/2020

10.1109/bibm49941.2020.9313218 View at source

  • ISSN 21561125

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

Temporal feature selection for characterizing antimicrobial multidrug resistance in the intensive care unit

  • Escudero-Arnanz O
  • Mora-Jimenez I
  • Martinez-Aguero S
  • Alvarez-Rodriguez J
  • Soguero-Ruiz C

CEUR Workshop Proceedings (p. 54-59) - 1/1/2020

  • ISSN 16130073
  • iMarina

Modelling temporal relationships in pseudomonas aeruginosa antimicrobial resistance prediction in intensive care unit

  • Hernandez-Carnerero A
  • Sanchez-Marre M
  • Mora-Jimenez I
  • Soguero-Ruiz C
  • Martinez-Aguero S
  • Alvarez-Rodriguez J

CEUR Workshop Proceedings (p. 60-67) - 1/1/2020

  • ISSN 16130073
  • iMarina

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

  • Soguero-Ruiz, Cristina
  • Alberca Diaz-Plaza, Ana
  • de Miguel Bohoyo, Pablo
  • Ramos-Lopez, Javier
  • Rubio-Sanchez, Manuel
  • Sanchez, Alberto
  • Mora-Jimenez, Inmaculada;
... View more Collapse

Lecture Notes In Computer Science (p. 135-148) - 1/1/2019

10.1007/978-3-319-78759-6_14 View at source

  • ISSN 03029743

This researcher has no working papers.

This researcher has no technical reports.

This researcher has no research projects.

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

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

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

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

This researcher has no patents or software licenses.

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