Campos Martínez, Manuel Author
A methodology based on multiple criteria decision analysis for combining antibiotics in empirical therapy
- Campos M.
- Jimenez F.
- Sanchez G.
- Juarez J.
- Morales A.
- Canovas-Segura B.
- Palacios F.
Artificial Intelligence in Medicine - 1/01/2020
- SJR Quartile: Q1
- JCR Impact Factor: 5.326 (2020)
- CiteScore: 8 (2020)
- SJR: 0.98 (2020
- SNIP: 2.117 (2020
- JCR 5-year Impact Factor: 5.602
- JCR Categories: MEDICAL INFORMATICS
- SJR Categories: Medicine (miscellaneous) (Q1); Artificial Intelligence (Q1)
- Scopus
- ORCID
- Web of Science
A methodology based on Trace-based clustering for patient phenotyping
- Lopez-Martinez-Carrasco A.
- Juarez J.M.
- Campos M.
- Canovas-Segura B.
Knowledge-Based Systems - 28/11/2021
- JCR Impact Factor: 8.139 (2021)
- CiteScore: 11.3 (2020)
- SJR: 1.587 (2020
- SNIP: 2.89 (2020
- JCR 5-year Impact Factor: 8.153
- JCR Categories: COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
- Scopus
- ORCID
- Web of Science
A multisensorized wearable device for ambulatory circadian monitoring (ACM) and sleep detection: comparison with PSG
- Puertas, F. J.
- Rodriguez-Morilla, B.
- Madrid-Navarro, C. J.
- Campos, M.
- Ruiz-Abellan, F.
- Rol, M. A.
- Madrid, J. A.
Sleep Medicine - 12/2017
10.1016/j.sleep.2017.11.792 View source
- SJR Quartile: Q1
- JCR Impact Factor: 3.395 (2017)
- JCR 5-year Impact Factor: 3.88
- JCR Categories: CLINICAL NEUROLOGY
- SJR Categories: Medicine (miscellaneous) (Q1)
- ORCID
- Web of Science
An Artificial Intelligence-Based Tool for Data Analysis and Prognosis in Cancer Patients: Results from the Clarify Study
- MARIA TORRENTE
- Pedro Sousa
- Roberto Hernández
- Mariola Blanco
- Virginia Calvo de Juan
- Ana Collazo
- G.R. Guerreiro
- Beatriz Núñez
- Joao Pimentao
- Juan Cristóbal Sánchez
- Manuel Campos
- Luca Costabello
- Vit Novacek
- ernestina menasalvas
- María Esther Vidal
- Mariano Provencio Pulla
Cancers - 1/08/2022
- JCR Impact Factor: 5.2 (2022)
- JCR 5-year Impact Factor: 5.6
- JCR Categories: ONCOLOGY
- Scopus
- ORCID
- Web of Science
A New Integrated Variable Based on Thermometry, Actimetry and Body Position (TAP) to Evaluate Circadian System Status in Humans
- Ortiz-Tudela, Elisabet
- Martinez-Nicolas, Antonio
- Campos, Manuel
- Angeles Rol, Maria
- Antonio Madrid, Juan
PLoS Computational Biology - 1/11/2010
10.1371/journal.pcbi.1000996 View source
- SJR Quartile: Q1
- JCR Impact Factor: 5.515 (2010)
- CiteScore: 7.3 (2020)
- SJR: 3.709 (2010
- SNIP: 1.587 (2010
- JCR 5-year Impact Factor: 6.251
- JCR Categories: MATHEMATICAL & COMPUTATIONAL BIOLOGY
- SJR Categories: Cellular and Molecular Neuroscience (Q1); Computational Theory and Mathematics (Q1); Ecology (Q1); Ecology, Evolution, Behavior and Systematics (Q1); Genetics (Q1); Modeling and Simulation (Q1); Molecular Biology (Q1)
- Scopus
- ORCID
- Web of Science
Application of Machine Learning Methods to Ambulatory Circadian Monitoring (ACM) for Discriminating Sleep and Circadian Disorders
- Rodriguez-Morilla B.
- Estivill E.
- Estivill-Domènech C.
- Albares J.
- Segarra F.
- Correa A.
- Campos M.
- Rol M.
- Madrid J.
Frontiers in Neuroscience - 10/12/2019
- SJR Quartile: Q1
- JCR Impact Factor: 3.707 (2019)
- CiteScore: 5.4 (2020)
- SJR: 1.554 (2019
- SNIP: 1.189 (2019
- JCR 5-year Impact Factor: 4.229
- JCR Categories: NEUROSCIENCES
- SJR Categories: Neuroscience (miscellaneous) (Q1)
- Scopus
- ORCID
- Web of Science
APPLICATION OF MACHINE LEARNING METHODS TO AMBULATORY CIRCADIAN MONITORING (ACM) FOR THE DISCRIMINATION OF SLEEP AND CIRCADIAN DISORDERS
- Rodriguez-Morilla, B.
- Estivill, E.
- Estivill-Domenech, C.
- Albares, J.
- Segarra, F.
- Campos, M.
- Rol, M. A.
- Madrid, J. A.
SLEEP MEDICINE - 12/2017
10.1016/j.sleep.2017.11.822 View source
- SJR Quartile: Q1
- JCR Impact Factor: 3.395 (2017)
- JCR 5-year Impact Factor: 3.88
- JCR Categories: CLINICAL NEUROLOGY
- SJR Categories: Medicine (miscellaneous) (Q1)
- ORCID
- Web of Science
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
- CiteScore: 4.6 (2020)
- SJR Categories: Biomedical Engineering; Biotechnology; Health Informatics; Surgery
- Scopus
- ORCID
- Web of Science
Approaches for Dealing with Seasonality in Clinical Prediction Models for Infections
- Bernardo Cánovas-Segura
- Antonio Morales
- Jose M. Juarez
- Manuel Campos
Applied Sciences - 18/07/2023
- Scopus
- ORCID
- Web of Science
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.
Journal of Sleep Research - 09/2018
- 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)
- ORCID
- Web of Science
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
- CiteScore: 0.6 (2020)
- Scopus
- ORCID
- Web of Science
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
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
- CiteScore: 1.8 (2020)
- SJR: 0.339 (2016
- SNIP: 0.676 (2016
- Scopus
- ORCID
- Web of Science
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
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
- CiteScore: 1.8 (2020)
- SJR: 0.334 (2005
- SNIP: 0.787 (2005
- Scopus
- ORCID
- Web of Science
CBR outcome evaluation for high similar cases: A preliminary approach
- Juarez J.
- Campos M.
- Gomariz A.
- Palma J.
- Marín R.
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - 3/8/2010
10.1007/978-3-642-14264-2_14 View source
- CiteScore: 1.8 (2020)
- SJR: 0.322 (2010
- SNIP: 0.674 (2010
- Scopus
- ORCID
- Web of Science
ClaSP: An efficient algorithm for mining frequent closed sequences
- Gomariz A.
- Campos M.
- Marin R.
- Goethals B.
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - 1/12/2013
- CiteScore: 1.8 (2020)
- SJR: 0.36 (2013
- SNIP: 0.775 (2013
- Scopus
- ORCID
Clinical decision support using antimicrobial susceptibility test results
- Canovas-Segura, Bernardo
- Campos, Manuel
- Morales, Antonio
- Juarez, Jose M.
- Palacios, Francisco
- Luaces, O
- Gamez, JA
- Barrenechea, E
- Troncoso, A
- Galar, M
- Quintian, H
- Corchado, E
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_23 View source
- CiteScore: 1.8 (2020)
- SJR: 0.339 (2016
- SNIP: 0.676 (2016
- Scopus
- ORCID
- Web of Science
Complexity changes in human wrist temperature circadian rhythms through ageing
- Marin R.
- Campos M.
- Gomariz A.
- Lopez A.
- Rol M.
- Madrid J.
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - 27/5/2011
10.1007/978-3-642-21344-1_42 View source
- CiteScore: 1.8 (2020)
- SJR: 0.338 (2011
- SNIP: 0.773 (2011
- Scopus
- Scopus
- ORCID
- Web of Science
Computing problem oriented medical records
- Juarez J.
- Campos M.
- Gomariz A.
- Morales A.
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - 8/3/2012
- CiteScore: 1.8 (2020)
- SJR: 0.346 (2012
- SNIP: 0.781 (2012
- Scopus
- ORCID
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.
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - 1/1/2019
- CiteScore: 1.8 (2020)
- SJR: 0.427 (2019
- SNIP: 0.715 (2019
- Scopus
- ORCID
- Web of Science
Fast vertical mining of sequential patterns using co-occurrence information
- Fournier-Viger P.
- Gomariz A.
- Campos M.
- Thomas R.
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - 1/1/2014
- CiteScore: 1.8 (2020)
- SJR: 0.354 (2014
- SNIP: 0.753 (2014
- Scopus
- ORCID
A clinical decision support system for an Antimicrobial Stewardship Program
- Palacios F.
- Campos M.
- Juarez J.
- Cosgrove S.
- Avdic E.
- Canovas-Segura B.
- Morales A.
- Martínez-Nuñez M.
- Molina-García T.
- García-Hierro P.
- Cacho-Calvo J.
HEALTHINF 2016 - 9th International Conference on Health Informatics, Proceedings; Part of 9th International Joint Conference on Biomedical Engineering Systems and Technologies, BIOSTEC 2016 - 1/1/2016
- SJR Categories: Computer Science (miscellaneous)
- Scopus
- ORCID
Acquisition of causal and temporal knowledge in medical domains. A web-based approach
- Palma, J.
- Campos, M.
- Juarez, J.M.
- Morales, A.
Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science) - 1/12/2004
10.1007/978-3-540-30202-5_51 View source
- CiteScore: 1.8 (2020)
- SJR: 0.347 (2004
- SNIP: 0.851 (2004
- Scopus
- ORCID
- Web of Science
Acudes: Arquitecture for intensive care units decision support
- Palma, J
- Marin, R
- Campos, M
- Carceles, A
- IEEE
Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings - 1/1/2002
10.1109/iembs.2002.1053103 View source
- CiteScore: 1.5 (2020)
- SJR: 0.124 (2002
- Scopus
- ORCID
- Web of Science
A fuzzy temporal diagnosis algorithm and a hypothesis discrimination proposal
- Palma, J.
- Juárez, J.M.
- Campos, M.
- Marín, R.
Lecture Notes in Computer Science - 17/10/2005
10.1007/11499220_47 View source
- CiteScore: 1.8 (2020)
- SJR: 0.334 (2005
- SNIP: 0.787 (2005
- Scopus
- ORCID
- Web of Science
A model for fuzzy temporal reasoning on a database
- Campos, M.
- Palma, J.
- Marín, R.
- Llamas, B.
- González, A.
Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science) - 1/1/2004
10.1007/978-3-540-25945-9_6 View source
- CiteScore: 1.8 (2020)
- SJR: 0.347 (2004
- SNIP: 0.851 (2004
- Scopus
- ORCID
- Web of Science
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
2017 IEEE INTERNATIONAL CONFERENCE ON HEALTHCARE INFORMATICS (ICHI) - 8/9/2017
10.1109/ichi.2017.73 View source
- Scopus
- ORCID
- Web of Science
A reuse-based CBR system evaluation in critical medical scenarios
- Juarez, J. M.
- Campos, M.
- Gomariz, A.
- Palma, J.
- Marin, R.
- IEEE
Proceedings - International Conference on Tools with Artificial Intelligence, ICTAI - 1/12/2009
10.1109/ictai.2009.51 View source
- Scopus
- ORCID
- Web of Science
Asociación Entre los Ritmos de Exposición a la Luz y Temperatura Distal en Personal de Enfermería Sometido a Turnos de Trabajo
XXIV Reunión Anual de la Sociedad Española del Sueño - 2016
- ORCID
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
2015 IEEE INTERNATIONAL CONFERENCE ON HEALTHCARE INFORMATICS (ICHI 2015) - 8/12/2015
10.1109/ichi.2015.49 View source
- Scopus
- ORCID
- Web of Science
Clinical Data Modeling Combining Agent-Based and Epidemiological Models
- Kim D.
- Campos M.
- Canovas-Segura B.
- Juarez J.M.
CEUR Workshop Proceedings - 1/1/2023
- CiteScore: 1.1 (2022)
- SJR: 0.202 (2022
- SNIP: 0.223 (2022
This author has no patents.
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.
Communications in Computer and Information Science - 1/1/2017
- 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
- ORCID
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
Artificial Computation in Biology and Medicine - 1/1/2015
10.1007/978-3-319-18914-7_27 View source
- CiteScore: 1.8 (2020)
- SJR: 0.369 (2015
- SNIP: 0.708 (2015
- Scopus
- ORCID
- Web of Science
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
- CiteScore: 1.8 (2020)
- SJR: 0.249 (2020
- SNIP: 0.628 (2020
- Scopus
- ORCID
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
- CiteScore: 1.8 (2020)
- SJR: 0.249 (2020
- SNIP: 0.628 (2020
- Scopus
- ORCID
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
Artificial Intelligence in Medicine - 1/1/2015
10.1007/978-3-319-19551-3_36 View source
- CiteScore: 1.8 (2020)
- SJR: 0.369 (2015
- SNIP: 0.708 (2015
- Scopus
- ORCID
- Web of Science
h index
Scopus: 14
Web of Science: 12
i10 index
Scopus: 18
Web of Science: 15
Author profiles
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Acronym P07-SEJ-03214Since: February 1, 2008Until: December 31, 2012Funded by: JUNTAFunding / grant amount: 140,000.00 EURRole: Investigador