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J. E. Arco · SciRah

Researcher profile · Semantic Scholar

J. E. Arco

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J. E. Arco — researcher profile on SciRah

h-index: 14
Works: 43
Citations: 604

Most-cited papers

Digital image analysis for automatic enumeration of malaria parasites using morphological operations
J. E. Arco, J. Górriz, J. Ramírez, Ignacio Álvarez Illán +1 more
2015Expert systems with applications83 citations Open access
Semantic Scholar
Uncertainty-Aware Semi-Supervised Method Using Large Unlabeled and Limited Labeled COVID-19 Data
R. Alizadehsani, Danial Sharifrazi, N. H. Izadi, Javad Hassannataj Joloudari +10 more
2021ACM Trans. Multim. Comput. Commun. Appl.63 citations Open access
Semantic Scholar
Uncertainty-driven ensembles of multi-scale deep architectures for image classification
J. E. Arco, A. Ortiz, J. Ramírez, Francisco J. Martínez-Murcia +2 more
2022Information Fusion62 citations Open access
Semantic Scholar
Data fusion based on Searchlight analysis for the prediction of Alzheimer's disease
J. E. Arco, J. Ramírez, J. Górriz, M. Ruz
2021Expert systems with applications45 citations Open access
Semantic Scholar
Applications of Machine Learning and Deep Learning in SPECT and PET Imaging: General Overview, Challenges and Future prospects.
C. Jiménez-Mesa, J. E. Arco, Francisco J. Martínez-Murcia, J. Suckling +2 more
2023Pharmacological Research43 citations Open access
Semantic Scholar
Use of Artificial Intelligence in the Identification and Diagnosis of Frailty Syndrome in Older Adults: Scoping Review
D. Velázquez-Díaz, J. E. Arco, A. Ortiz, V. Pérez-Cabezas +3 more
2023Journal of Medical Internet Research40 citations Open access
Semantic Scholar
Encoding, preparation and implementation of novel complex verbal instructions
Carlos González-García, J. E. Arco, Ana F. Palenciano, J. Ramírez +1 more
2017NeuroImage31 citations Open access
Semantic Scholar
Representational Organization of Novel Task Sets during Proactive Encoding
Ana F. Palenciano, Carlos González-García, J. E. Arco, L. Pessoa +1 more
2019Journal of Neuroscience26 citations Open access
Semantic Scholar
Transient and sustained control mechanisms supporting novel instructed behavior
Ana F. Palenciano, Carlos González-García, J. E. Arco, M. Ruz
2018bioRxiv25 citations Open access
Semantic Scholar
Using Explainable Artificial Intelligence in the Clock Drawing Test to Reveal the Cognitive Impairment Pattern
C. Jiménez-Mesa, J. E. Arco, Meritxell Valentí-Soler, B. Frades-Payo +8 more
2023International Journal of Neural Systems23 citations Open access
Semantic Scholar
Identifying HRV patterns in ECG signals as early markers of dementia
J. E. Arco, N. Gallego-Molina, Andrés Ortiz, Katy Arroyo-Alvis +1 more
2024Expert systems with applications17 citations Open access
Semantic Scholar
Enhancing Multimodal Patterns in Neuroimaging by Siamese Neural Networks with Self-Attention Mechanism
J. E. Arco, A. Ortiz, N. Gallego-Molina, J. Górriz +1 more
2023International Journal of Neural Systems16 citations Open access
Semantic Scholar
Influence of activation pattern estimates and statistical significance tests in fMRI decoding analysis
J. E. Arco, Carlos González-García, Paloma Díaz-Gutiérrez, J. Ramírez +1 more
2018bioRxiv16 citations Open access
Semantic Scholar
Unraveling Brain Synchronisation Dynamics by Explainable Neural Networks using EEG Signals: Application to Dyslexia Diagnosis
N. Gallego-Molina, Andrés Ortiz, J. E. Arco, Francisco J. Martínez-Murcia +1 more
2024Interdisciplinary Sciences Computational Life Sciences15 citations Open access
Semantic Scholar
Short-term Prediction of MCI to AD Conversion Based on Longitudinal MRI Analysis and Neuropsychological Tests
J. E. Arco, J. Ramírez, J. Górriz, C. Puntonet +1 more
201611 citations
Semantic Scholar
Ensembling shallow siamese architectures to assess functional asymmetry in Alzheimer's disease progression
J. E. Arco, A. Ortiz, D. Castillo-Barnes, J. Górriz +1 more
2023Applied Soft Computing10 citations Open access
Semantic Scholar
Bridging Imaging and Clinical Scores in Parkinson's Progression via Multimodal Self-Supervised Deep Learning
Francisco J. Martínez-Murcia, J. E. Arco, C. Jiménez-Mesa, F. Segovia +3 more
2024International Journal of Neural Systems9 citations Open access
Semantic Scholar
Automatic Classification System for Diagnosis of Cognitive Impairment Based on the Clock-Drawing Test
C. Jiménez-Mesa, J. E. Arco, Meritxell Valentí-Soler, B. Frades-Payo +8 more
2022International Work-Conference on the Interplay Between Natural and Artificial Computation8 citations
Semantic Scholar
Nonlinear Weighting Ensemble Learning Model to Diagnose Parkinson's Disease Using Multimodal Data
D. Castillo-Barnes, Francisco J. Martínez-Murcia, C. Jiménez-Mesa, J. E. Arco +3 more
2023International Journal of Neural Systems7 citations Open access
Semantic Scholar
Quantifying Inter-hemispheric Differences in Parkinson's Disease Using Siamese Networks
J. E. Arco, A. Ortiz, D. Castillo-Barnes, J. Górriz +1 more
2022International Work-Conference on the Interplay Between Natural and Artificial Computation7 citations Open access
Semantic Scholar
Atlas-Based Classification Algorithms for Identification of Informative Brain Regions in fMRI Data
J. E. Arco, Paloma Díaz-Gutiérrez, J. Ramírez, M. Ruz
2018Neuroinformatics6 citations Open access
Semantic Scholar
Probabilistic Combination of Non-Linear Eigenprojections For Ensemble Classification
J. E. Arco, A. Ortiz, J. Ramírez, Francisco J. Martínez-Murcia +6 more
2023IEEE Transactions on Emerging Topics in Computational Intelligence5 citations Open access
Semantic Scholar
Tiled Sparse Coding in Eigenspaces for Image Classification
J. E. Arco, A. Ortiz, J. Ramírez, Yu-Dong Zhang +1 more
2021International Journal of Neural Systems5 citations
Semantic Scholar
Neural representation of current and intended task sets during sequential judgements on human faces
Paloma Díaz-Gutiérrez, S. Gilbert, J. E. Arco, Alberto Sobrado +1 more
2019bioRxiv5 citations Open access
Semantic Scholar
Improving short-term prediction from MCI to AD by applying searchlight analysis
J. E. Arco, J. Ramírez, C. Puntonet, J. Górriz +1 more
2016IEEE International Symposium on Biomedical Imaging4 citations Open access
Semantic Scholar
Analyzing Statistical Inference Maps Using MRI Images for Parkinson's Disease
C. Jiménez-Mesa, D. Castillo-Barnes, J. E. Arco, F. Segovia +2 more
2022International Work-Conference on the Interplay Between Natural and Artificial Computation3 citations
Semantic Scholar
CAD System for Parkinson's Disease with Penalization of Non-significant or High-Variability Input Data Sources
D. Castillo-Barnes, Javier Merino-Chica, R. Garcia-Diaz, C. Jiménez-Mesa +3 more
2022International Work-Conference on the Interplay Between Natural and Artificial Computation3 citations Open access
Semantic Scholar
Probabilistic combination of eigenlungs-based classifiers for COVID-19 diagnosis in chest CT images
J. E. Arco, A. Ortiz, Javier Ram'irez, F. J. Martínez-Murcia +6 more
2021arXiv.org3 citations
Semantic Scholar
Uncertainty-driven ensembles of deep architectures for multiclass classification. Application to COVID-19 diagnosis in chest X-ray images
J. E. Arco, A. Ortiz, J. Ramírez, Francisco J. Martínez-Murcia +2 more
2020arXiv.org3 citations
Semantic Scholar
Evaluating Intensity Concentrations During the Spatial Normalization of Functional Images for Parkinson's Disease
D. Castillo-Barnes, J. E. Arco, C. Jiménez-Mesa, J. Ramírez +2 more
2022International Work-Conference on the Interplay Between Natural and Artificial Computation2 citations Open access
Semantic Scholar
Towards Mixed Mode Biomarkers: Combining Structural and Functional Information by Deep Learning
A. Ortiz, J. E. Arco, M. Formoso, N. Gallego-Molina +4 more
2022International Work-Conference on the Interplay Between Natural and Artificial Computation2 citations
Semantic Scholar
Neural representations of social valence bias economic interpersonal choices
Paloma Díaz-Gutiérrez, J. E. Arco, Sonia Alguacil, Carlos González-García +1 more
2018bioRxiv2 citations Open access
Semantic Scholar
Explainable Intermodality Medical Information Transfer Using Siamese Autoencoders
J. E. Arco, C. Jiménez-Mesa, Andrés Ortiz, Javier Ramírez +2 more
2026IEEE Transactions on Radiation and Plasma Medical Sciences1 citations Open access
Semantic Scholar
Cerebral Lateralization Assessment: An Explainable Deep Learning Approach With Channel Attention Mechanism
M. Formoso, J. E. Arco, Andrés Ortiz, John Q. Gan +1 more
2025IEEE journal of biomedical and health informatics1 citations Open access
Semantic Scholar
Extracting Heart Rate Variability from NIRS Signals for an Explainable Detection of Learning Disorders
J. E. Arco, N. Gallego-Molina, Pedro Javier Lopez-Perez, Javier Ramírez +2 more
2024International Work-Conference on the Interplay Between Natural and Artificial Computation1 citations Open access
Semantic Scholar
A Comparative Study of Deep Learning Approaches for Cognitive Impairment Diagnosis Based on the Clock-Drawing Test
C. Jiménez-Mesa, J. E. Arco, Meritxell Valentí-Soler, B. Frades-Payo +7 more
2024International Work-Conference on the Interplay Between Natural and Artificial Computation1 citations
Semantic Scholar
A Cross-Modality Latent Representation for the Prediction of Clinical Symptomatology in Parkinson's Disease
C. Vázquez-García, Francisco J. Martínez-Murcia, J. E. Arco, I. Illán +3 more
2024International Work-Conference on the Interplay Between Natural and Artificial Computation1 citations
Semantic Scholar
Ordinal vs. Nominal Classification for Alzheimer's Disease Staging Using Structural MRI
Miguel Á. Contreras-Córdoba, J. E. Arco, J. Górriz, Pedro Antonio Gutiérrez +1 more
2026International Work-Conference on the Interplay Between Natural and Artificial Computation0 citations
Semantic Scholar
Survival Modeling in the Latent Space for Alzheimer's Prognosis
Francisco J. Martínez-Murcia, C. Vázquez-García, A. Forte, I. Illán +6 more
2026International Work-Conference on the Interplay Between Natural and Artificial Computation0 citations
Semantic Scholar
Modeling and Predicting Age-at-Onset Trajectories in Genetic Frontotemporal Dementia Using Survival Methods
J. E. Arco, Lena Marth, Sonja Schönecker, Francisco J. Martínez-Murcia +20 more
2026International Work-Conference on the Interplay Between Natural and Artificial Computation0 citations
Semantic Scholar
Tiled sparse coding in eigenspaces for the COVID-19 diagnosis in chest X-ray images
J. E. Arco, A. Ortiz, Javier Ram'irez, J. Górriz
2021arXiv.org0 citations
Semantic Scholar
Neural representation of social expectations during interpersonal decisions
Paloma Díaz-Gutiérrez, J. E. Arco, Sonia Alguacil, Carlos González-García +1 more
20180 citations
Semantic Scholar
Expert Systems With Applications
J. E. Arco, Javier Ramírez, J. Górriz
0 citations
Semantic Scholar

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