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Campos Martínez, Manuel Author

Using the Diagnostic Odds Ratio to Select Patterns to Build an Interpretable Pattern-Based Classifier in a Clinical Domain: Multivariate Sequential Pattern Mining Study

  • Casanova I.J.
  • Campos M.
  • Juarez J.M.
  • Gomariz A.
  • Lorente-Ros M.
  • Lorente J.A.

JMIR Medical Informatics - 1/8/2022

10.2196/32319

Cite count:
  • JCR Impact Factor: 3.2 (2022)
  • JCR 5-year Impact Factor: 3.6
  • JCR Categories: MEDICAL INFORMATICS

Using the Diagnostic Odds Ratio to Select Patterns to Build an Interpretable Pattern-Based Classifier in a Clinical Domain: Multivariate Sequential Pattern Mining Study

  • Isidoro J. Casanova
  • Manuel Campos
  • Jose M. Juarez
  • Antonio Gomariz
  • Marta Lorente-Ros
  • Jose A. Lorente

JMIR Medical Informatics - 10/08/2022

10.2196/32319

  • JCR Impact Factor: 3.228 (2021)
  • JCR 5-year Impact Factor: 3.558
  • JCR Categories: MEDICAL INFORMATICS
  • ORCID
Open Access

Impact of expert knowledge on the detection of patients at risk of antimicrobial therapy failure by clinical decision support systems

  • Cánovas-Segura B.
  • Morales A.
  • Juarez J.
  • Campos M.
  • Palacios F.

Journal of Biomedical Informatics - 1/06/2019

10.1016/j.jbi.2019.103200

Cite count: 6 (Web of Science) 3 (Scopus)
  • SJR Quartile: Q1
  • JCR Impact Factor: 3.526 (2019)
  • CiteScore: 8.1 (2020)
  • SJR: 1.14 (2019
  • SNIP: 2.136 (2019
  • JCR 5-year Impact Factor: 3.765
  • JCR Categories: MEDICAL INFORMATICS
  • SJR Categories: Computer Science Applications (Q1); Health Informatics (Q1)
Open Access

The use of networks in spatial and temporal computational models for outbreak spread in epidemiology: A systematic review

  • Pujante-Otalora L.
  • Canovas-Segura B.
  • Campos M.
  • Juarez J.M.

Journal of Biomedical Informatics - 1/7/2023

10.1016/j.jbi.2023.104422

Cite count: 1 (Scopus)
  • CiteScore: 8.2 (2022)
  • SJR: 1.083 (2022
  • SNIP: 1.501 (2022
Open Access

Meaningful time-related aspects of alerts in Clinical Decision Support Systems. A unified framework

  • Cánovas-Segura B.
  • Morales A.
  • Juarez J.M.
  • Campos M.

Journal of Biomedical Informatics - 1/7/2023

10.1016/j.jbi.2023.104397

Cite count: 1 (Web of Science)
  • CiteScore: 8.2 (2022)
  • SJR: 1.083 (2022
  • SNIP: 1.501 (2022
Open Access

A decision support system for antibiotic prescription based on local cumulative antibiograms

  • Morales, Antonio
  • Campos, Manuel
  • Juarez, Jose M.
  • Canovas-Segura, Bernardo
  • Palacios, Francisco
  • Marin, Roque

JOURNAL OF BIOMEDICAL INFORMATICS - 1/08/2018

10.1016/j.jbi.2018.07.003 View source

Cite count: 11 (Web of Science) 5 (Scopus)
  • SJR Quartile: Q1
  • JCR Impact Factor: 2.95 (2018)
  • CiteScore: 8.1 (2020)
  • SJR: 1.023 (2018
  • SNIP: 1.813 (2018
  • JCR 5-year Impact Factor: 3.724
  • JCR Categories: MEDICAL INFORMATICS
  • SJR Categories: Computer Science Applications (Q1); Health Informatics (Q1)
Open Access

Applications of temporal reasoning to Intensive Care Units

  • Juarez, J. M.
  • Campos, M.
  • Morales, A.
  • Palma, J.
  • Marin, R.

Journal of Healthcare Engineering - 1/12/2010

10.1260/2040-2295.1.4.615 View source

Cite count: 1 (Web of Science) 1 (Scopus)
  • CiteScore: 4.6 (2020)
  • SJR Categories: Biomedical Engineering; Biotechnology; Health Informatics; Surgery

Using temporal constraints for temporal abstraction

  • Campos, M.
  • Juarez, J. M.
  • Palma, J.
  • Marin, R.

Journal of Intelligent Information Systems - 1/02/2010

10.1007/s10844-009-0079-6 View source

Cite count: 1 (Web of Science) 1 (Scopus)
  • SJR Quartile: Q2
  • JCR Impact Factor: 0.875 (2010)
  • CiteScore: 4.4 (2020)
  • SJR: 0.444 (2010
  • SNIP: 1.702 (2010
  • JCR 5-year Impact Factor: 0.927
  • JCR Categories: COMPUTER SCIENCE, INFORMATION SYSTEMS
  • SJR Categories: Artificial Intelligence (Q2); Computer Networks and Communications (Q2); Hardware and Architecture (Q2); Information Systems (Q2); Software (Q2)

BPMN and openEHR Task Planning for Clinical Pathways Standards: Analysis and Improvements in Infections (Preprint)

  • Natalia Iglesias
  • Jose M. Juarez
  • Manuel Campos

JOURNAL OF MEDICAL INTERNET RESEARCH - 26/04/2021

10.2196/29927

Cite count: 2 (Web of Science)
  • JCR Impact Factor: 7.077 (2021)
  • JCR 5-year Impact Factor: 7.68
  • JCR Categories: MEDICAL INFORMATICS

A proposal of circadian markers and indexes for the study of chronodisruption in sleep and circadian pathologies

  • Rodriguez-Morilla, B.
  • Estivill, E.
  • Estivill-Domenech, C.
  • Albares, J.
  • Segarra, F.
  • Campos, M.
  • Madrid, J. A.
... View more Collapse

Journal of Sleep Research - 09/2018

10.1111/jsr.12751 View source

  • SJR Quartile: Q1
  • JCR Impact Factor: 3.432 (2018)
  • JCR 5-year Impact Factor: 3.951
  • JCR Categories: CLINICAL NEUROLOGY
  • SJR Categories: Behavioral Neuroscience (Q1); Medicine (miscellaneous) (Q1); Cognitive Neuroscience (Q2)

WASPSS: A Clinical Decision Support System for Antimicrobial Stewardship

Advances in Intelligent and Personalized Clinical Decision Support Systems [Working Title] - 1/04/2020

10.5772/intechopen.91648

  • ORCID
Open Access

Intensive care unit platform for health care quality and intelligent systems support

  • Campos, M.
  • Morales, A.
  • Juarez, J. M.
  • Sarlort, J.
  • Palma, J.
  • Marin, R.
  • Corchado, JM
  • Rodriguez, S
  • Llinas, J
  • Molina, JM
... View more Collapse

Advances in Soft Computing - 9/1/2009

10.1007/978-3-540-85863-8_43 View source

Cite count: 3 (Web of Science) 4 (Scopus)
  • SJR: 0.161 (2009
Open Access

Phenotypes for Resistant Bacteria Infections Using an Efficient Subgroup Discovery Algorithm

  • Lopez-Martinez-Carrasco A.
  • Juarez J.M.
  • Campos M.
  • Canovas-Segura B.

Artificial Intelligence in Medicine - 1/1/2021

10.1007/978-3-030-77211-6_27

Cite count:
  • CiteScore: 1.8 (2020)
  • SJR: 0.249 (2020
  • SNIP: 0.628 (2020
Open Access

Interpretable Patient Subgrouping Using Trace-Based Clustering

  • Martinez-Carrasco A.
  • Juarez J.
  • Campos M.
  • Morales A.
  • Palacios F.
  • Lopez-Rodriguez L.

Artificial Intelligence in Medicine - 1/1/2019

10.1007/978-3-030-21642-9_33

Cite count: 2 (Web of Science) 1 (Scopus)
  • CiteScore: 1.8 (2020)
  • SJR: 0.427 (2019
  • SNIP: 0.715 (2019

Simple Explanations to Summarise Subgroup Discovery Outcomes: A Case Study Concerning Patient Phenotyping

  • Enrique Valero-Leal
  • Manuel Campos
  • Jose M. Juarez

Communications in Computer and Information Science - 1/1/2023

10.1007/978-3-031-23618-1_29

Cite count:
  • CiteScore: 1 (2022)
  • SJR: 0.194 (2022
  • SNIP: 0.241 (2022

A fuzzy approach to temporal model-based diagnosis for intensive care units

  • Palma, J
  • Juarez, JM
  • Campos, M
  • Marin, R
  • LopezdeMantaras, R
  • Saitta, L

Frontiers in Artificial Intelligence and Applications - 1/1/2004

Cite count: 7 (Web of Science) 11 (Scopus)
  • CiteScore: 0.6 (2020)

La gestión tecnológica del conocimiento

La Gestión Documental en la Gestión de Proyectos - 2007

  • ORCID
Open Access

Age classification through the evaluation of circadian rhythms of wrist temperature

  • Campos, M.
  • Gomariz, A.
  • Balsa, M.
  • Rol, M. A.
  • Madrid, J. A.
  • Garcia, F. J.
  • Luaces, O
  • Gamez, JA
  • Barrenechea, E
  • Troncoso, A
  • Galar, M
  • Quintian, H
  • Corchado, E
... View more Collapse

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - 1/1/2016

10.1007/978-3-319-44636-3_10 View source

Cite count:
  • CiteScore: 1.8 (2020)
  • SJR: 0.339 (2016
  • SNIP: 0.676 (2016
Open Access

A model-based architecture for fuzzy temporal diagnosis

  • Juarez, JM
  • Palma, J
  • Campos, M
  • Salort, J
  • Morales, A
  • Marin, R
  • Diaz, RM
  • Pichler, F
  • Arencibia, AQ
... View more Collapse

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - 1/12/2005

10.1007/11556985_32 View source

Cite count: 1 (Scopus)
  • CiteScore: 1.8 (2020)
  • SJR: 0.334 (2005
  • SNIP: 0.787 (2005
Open Access

Exploring Antimicrobial Resistance Prediction Using Post-hoc Interpretable Methods

  • Cánovas-Segura B.
  • Morales A.
  • Martínez-Carrasco A.
  • Campos M.
  • Juarez J.
  • Rodríguez L.
  • Palacios F.
... View more Collapse

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - 1/1/2019

10.1007/978-3-030-37446-4_8

Cite count: 2 (Web of Science) 1 (Scopus)
  • CiteScore: 1.8 (2020)
  • SJR: 0.427 (2019
  • SNIP: 0.715 (2019

Multi-resistant Bacterial Infection Surveillance using a Graph Database with Spatio-temporal Information.

  • Pujante L.
  • Campos M.
  • Juarez J.M.
  • Canovas-Segura B.
  • Morales A.

14th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2021) - 30/01/2021

10.5220/0010387207410746

Cite count:

Experiences in developing Model-Based Decision Support System for Intensive Care Units

16th EUROPEAN CONFERENCE ON ARTIFICIAL INTELLIGENCE - ECAI 2004 - 2004

  • ORCID

Experiences on Computerised Neuropsychological Tests for Dementia Using a Mobile Touchable Interface

  • Juarez, Jose M.
  • Garcia-Fernandez, Guadalupe
  • Campos, Manuel
  • Martinez, Begona
  • Antequera, Martirio
  • Antunez, Carmen
  • IEEE
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2014 IEEE INTERNATIONAL CONFERENCE ON HEALTHCARE INFORMATICS (ICHI) - 2/3/2014

10.1109/ichi.2014.56 View source

Cite count: 1 (Web of Science)

BPMN-based Representation and Comparison of Clinical Pathways for Catheter-related Bloodstream Infections

  • Zerbato, Francesca
  • Oliboni, Barbara
  • Combi, Carlo
  • Campos, Manuel
  • Juarez, Jose M.
  • Balakrishnan, P
  • Srivatsava, J
  • Fu, WT
  • Harabagiu, S
  • Wang, F
... View more Collapse

2015 IEEE INTERNATIONAL CONFERENCE ON HEALTHCARE INFORMATICS (ICHI 2015) - 8/12/2015

10.1109/ichi.2015.49 View source

Cite count: 21 (Web of Science) 17 (Scopus)

A Process-oriented Approach for Supporting Clinical Decisions for Infection Management

  • Canovas-Segura, Bernardo
  • Zerbato, Francesca
  • Oliboni, Barbara
  • Combi, Carlo
  • Campos, Manuel
  • Morales, Antonio
  • Juarez, Jose M.
  • Marin, Roque
  • Palacios, Francisco
  • GiraudCarrier, C
  • Facelli, J
  • Nakajima, H
  • Cummins, M
  • Meixner, G
... View more Collapse

2017 IEEE INTERNATIONAL CONFERENCE ON HEALTHCARE INFORMATICS (ICHI) - 8/9/2017

10.1109/ichi.2017.73 View source

Cite count: 8 (Web of Science) 8 (Scopus)

Improving Interpretable Prediction Models for Antimicrobial Resistance

  • Canovas-Segura B.
  • Morales A.
  • Martinez-Carrasco A.
  • Campos M.
  • Juarez J.
  • Rodriguez L.
  • Palacios F.
... View more Collapse

2019 IEEE 32nd International Symposium on Computer-Based Medical Systems (CBMS) - 1/06/2019

10.1109/cbms.2019.00111

Cite count: 3 (Web of Science) 2 (Scopus)
  • CiteScore: 1.8 (2020)
  • SJR: 0.275 (2019
  • SNIP: 0.569 (2019
  • SJR Categories: Computer Science Applications; Radiology, Nuclear Medicine and Imaging

Visualization in clinical decision support system for antibiotic treatment

Actas de la XVI Conferencia de la Asociación Española para la Inteligencia Artificial - 10/2015

  • ORCID

Multiuser Proactive Hybrid CDSS for Antibiotic Management in a Hospital Environment

Actas de la XVI Conferencia de la Asociación Española para la Inteligencia Artificial. CAEPIA'15 - 10/2015

  • ORCID

Evaluación de consistencia de patrones secuenciales multivariable para predecir la supervivencia de pacientes en la unidad de quemados críticos

Actas de la XVI Conferencia de la Asociación Española para la Inteligencia Artificial. CAEPIA'15 - 10/2015

  • ORCID

Investigación en Inteligencia Artificial en Medicina del grupo AIKE de la Universidad de Murcia

  • Bernardo Canovas Segura
  • Roque Marin
  • Manuel Campos
  • Jose M. Juarez
  • José Tomás Palma Méndez
  • María A. Cardenas
  • Félix Gomez de León
  • Fernando Jimenez
  • Antonio Morales Nicolás
  • Francisco Palacios Ortega
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Actas de la XVIII Conferencia de la Asociación Española para la Inteligencia Artificial, CAEPIA - 2018

  • ORCID

This author has no patents.

Open Access

Computable Representation of Antimicrobial Recommendations Using Clinical Rules: A Clinical Information Systems Perspective

  • Iglesias, Natalia
  • Juarez, Jose M.
  • Campos, Manuel
  • Palacios, Francisco
  • Vicente, JMF
  • AlvarezSanchez, JR
  • Lopez, FD
  • ToledoMoreo, FJ
  • Adeli, H
... View more Collapse

Artificial Computation in Biology and Medicine - 1/1/2015

10.1007/978-3-319-18914-7_27 View source

Cite count: 1 (Web of Science) 1 (Scopus)
  • CiteScore: 1.8 (2020)
  • SJR: 0.369 (2015
  • SNIP: 0.708 (2015
Open Access

Using Multivariate Sequential Patterns to~Improve Survival Prediction in Intensive Care Burn Unit

  • Casanova, Isidoro J.
  • Campos, Manuel
  • Juarez, Jose M.
  • Fernandez-Fernandez-Arroyo, Antonio
  • Lorente, Jose A.
  • Holmes, JH
  • Bellazzi, R
  • Sacchi, L
  • Peek, N
... View more Collapse

Artificial Intelligence in Medicine - 1/1/2015

10.1007/978-3-319-19551-3_36 View source

Cite count: 9 (Web of Science) 6 (Scopus)
  • CiteScore: 1.8 (2020)
  • SJR: 0.369 (2015
  • SNIP: 0.708 (2015
Open Access

Seasonality in Infection Predictions Using Interpretable Models for High Dimensional Imbalanced Datasets

  • Bernardo Cánovas-Segura
  • Antonio Morales
  • Jose M. Juárez
  • Manuel Campos

Artificial Intelligence in Medicine - 8/06/2021

10.1007/978-3-030-77211-6_16

Cite count:
  • CiteScore: 1.8 (2020)
  • SJR: 0.249 (2020
  • SNIP: 0.628 (2020
Open Access

Graph Databases for Contact Analysis in Infections Using Spatial Temporal Models

  • Pujante L.
  • Campos M.
  • Juarez J.M.
  • Canovas-Segura B.
  • Morales A.

Bioinformatics and Biomedical Engineering - 1/04/2020

10.1007/978-3-030-45385-5_9

Cite count: 1 (Scopus)
  • CiteScore: 1.8 (2020)
  • SJR: 0.249 (2020
  • SNIP: 0.628 (2020

A Decision Support Visualization Tool for Infection Management Based on BMPN and DMN

  • Cánovas-Segura B.
  • Zerbato F.
  • Oliboni B.
  • Combi C.
  • Campos M.
  • Morales A.
  • Juarez J.
  • Palacios F.
  • Marín R.
... View more Collapse

Communications in Computer and Information Science - 1/1/2017

10.1007/978-3-319-67283-0_12

Cite count: 1 (Scopus)
  • SJR Quartile: Q3
  • CiteScore: 0.8 (2020)
  • SJR: 0.17 (2017
  • SNIP: 0.365 (2017
  • SJR Categories: Computer Science (miscellaneous) (Q3); Mathematics (miscellaneous) (Q4)

Scopus: 14

Web of Science: 12

Scopus: 18

Web of Science: 15

Last data update: 5/11/24 5:34 AM
Next scheduled update: 5/18/24 3:00 AM