{"id":4787,"date":"2025-02-05T12:13:02","date_gmt":"2025-02-05T11:13:02","guid":{"rendered":"https:\/\/eb2.tech\/?page_id=4787"},"modified":"2025-07-02T12:30:13","modified_gmt":"2025-07-02T10:30:13","slug":"publications","status":"publish","type":"page","link":"https:\/\/eb2.tech\/en\/publications\/","title":{"rendered":"Publications"},"content":{"rendered":"\t\t
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\n\t\t\t\t\t\t\t\t\tOur essence is innovation and research. We strongly believe in improving patient care through technology and research, particularly in the areas of human behavior and artificial intelligence applied to mental health.<\/strong>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t
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Digital monitoring shows high feasibility in psychiatric care” (mayo 2025)<\/b><\/p>

Ismael Conejero, Miguel \u00c1ngel Villalba, Victoria Matos, Oscar Jim\u00e9nez, Rafael Garc\u00eda, Luc\u00eda Albarrac\u00edn-Garc\u00eda, Alejandro Porras-Segovia, Mar\u00eda Luisa Barrig\u00f3n, Jorge Lopez-Castroman, Antonio Art\u00e9s-Rodriguez, Enrique Baca-Garcia<\/em><\/p>

Journal of Psychiatric Research: <\/em>https:\/\/pubmed.ncbi.nlm.nih.gov\/40516300<\/a>\/<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t

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Predicting emotional states through AI and passive data: A novel approach (julio 2024)<\/b><\/div>
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Leire Paz-Arbaizar,MSc ;Jorge Lopez-Castroman, MD, PhD ; Antonio Art\u00e9s-Rodr\u00edguez, PhD ; Pablo M Olmos PhD ; David Ram\u00edrez , PhD<\/em><\/p>

Journal of Medical Internet Research<\/em>:\u00a0https:\/\/www.jmir.org\/2025\/1\/e63962<\/a>\u00a0<\/div>
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Automatic patient functionality assessment from multimodal data using deep learning techniques \u2013 Development and feasibility evaluation<\/strong><\/p>\n

S\u00fckei, E., Leon-Martinez, S. de, Olmos, P. M. & Art\u00e9s, A. (2023).<\/em><\/p>\n

Internet Interv. 100657 (2023).<\/em> https:\/\/doi.org\/10.1016\/j.invent.2023.100657<\/a><\/p>\n<\/font>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t

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One-Week Suicide Risk Prediction Using Real-Time Smartphone Monitoring: Prospective Cohort Study<\/strong><\/p>\n

Barrigon, M. L., Romero-Medrano, L., Moreno-Mu\u00f1oz, P., Porras-Segovia, A., Lopez-Castroman, J., Courtet, P., Art\u00e9s-Rodr\u00edguez, A. & Baca-Garcia, E. (2023).<\/em><\/p>\n

J. M\u00e9d. Internet Res. 25<\/em>, e43719. https:\/\/doi.org\/10.2196\/43719<\/a><\/p>\n<\/font> \t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t

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Smartphone-Based Ecological Momentary Assessment for the Measurement of the Performance Status and Health-Related Quality of Life in Cancer Patients Under Systemic Anticancer Therapies: Development and Acceptability of a Mobile App<\/strong><\/p>

Escudero-Vilaplana V, Romero-Medrano L, Villanueva-Bueno C, Rodr\u00edguez de Diago M, Y\u00e1nez-Montesdeoca A, Collado-Borrell R, Campa\u00f1a-Montes JJ, Marzal-Alfaro B, Revuelta-Herrero JL, Calles A, Galera M, \u00c1lvarez R, Herranz A, Sanjurjo M, Art\u00e9s-Rodr\u00edguez A. Smartphone-Based Ecological Momentary Assessment for the Measurement of the Performance Status and Health-Related Quality of Life in Cancer Patients Under Systemic Anticancer Therapies: Development and Acceptability of a Mobile App. Front Oncol. 2022 Jul 13;12:880430..<\/em><\/p>

Frontiers,<\/em>Front. Oncol. , 13 July 2022. https:\/\/doi.org\/10.3389\/fonc.2022.880430<\/a><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t

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Multi-Source Change-Point Detection over Local Observation Models<\/strong><\/p>\n

Romero-Medrano, L. & Art\u00e9s-Rodr\u00edguez, A. (2022).<\/em><\/p>\n

Pattern Recogn 109116.<\/em> https:\/\/doi.org\/10.1016\/j.patcog.2022.109116<\/a><\/p>\n<\/font>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t

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Medical Data Wrangling With Sequential Variational Autoencoders<\/strong><\/p>\n

Barrej\u00f3n, D., Olmos, P. M., & Art\u00e9s-Rodr\u00edguez, A. (2022).<\/em><\/p>\n

IEEE Journal of Biomedical and Health Informatics, 26(6), 2737\u20132745.<\/em> https:\/\/doi.org\/10.1109\/jbhi.2021.3123839<\/a><\/p>\n<\/font>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t

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Real-world feasibility and acceptability of real-time suicide risk monitoring via smartphones: A 6-month follow-up cohort<\/strong><\/p>\n

Porras-Segovia, A., D\u00edaz-Oliv\u00e1n, I., Barrig\u00f3n, M. L., Moreno, M., Art\u00e9s-Rodr\u00edguez, A., P\u00e9rez-Rodr\u00edguez, M. M., & Baca-Garc\u00eda, E. (2022).<\/em><\/p>\n

Journal of Psychiatric Research.<\/em> https:\/\/doi.org\/10.1016\/j.jpsychires.2022.02.026<\/a><\/p>\n<\/font>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t

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Shift in Social Media App Usage During COVID-19 Lockdown and Clinical Anxiety Symptoms: Machine Learning\u2013Based Ecological Momentary Assessment Study<\/strong><\/p>\n

Ryu, J., S\u00fckei, E., Norbury, A., Liu, S.H, Campa\u00f1a-Montes, J.J., Baca-Garcia, E., Art\u00e9s, A., Perez-Rodriguez, M.M. (2021).<\/em><\/p>\n

JMIR Mental Health.<\/em> https:\/\/doi.org\/10.2196\/30833<\/a><\/p>\n<\/font>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t

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Use of Ecological Momentary Assessment Through a Passive Smartphone-Based App (eB2) by Patients With Schizophrenia: Acceptability Study<\/strong><\/p>\n

Lopez-Morinigo, J.-D., Barrig\u00f3n, M. L., Porras-Segovia, A., Ruiz-Ruano, V. G., Mart\u00ednez, A. S. E., Escobedo-Aedo, P. J., Alonso, S. S., Iturralde, L. M., Lorenzo, L. M., Art\u00e9s-Rodr\u00edguez, A., David, A. S., & Baca-Garc\u00eda, E. (2021).<\/em><\/p>\n

Journal of Medical Internet Research, 23(7), e26548.<\/em> https:\/\/doi.org\/10.2196\/26548<\/a><\/p>\n<\/font>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t

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Predicting Emotional States Using Behavioral Markers Derived From Passively Sensed Data: Data-Driven Machine Learning Approach<\/strong><\/p>\n

S\u00fckei, E., Norbury, A., Perez-Rodriguez, M. M., Olmos, P. M., Art\u00e9s, A. (2021).<\/em><\/p>\n

JMIR Mhealth Uhealth.<\/em> https:\/\/doi.org\/10.2196\/24465<\/a><\/p>\n<\/font>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t

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Use of Ecological Momentary Assessment Through a Passive Smartphone-Based App (eB2) by Patients With Schizophrenia: Acceptability Study<\/strong><\/p>\n

Lopez-Morinigo, J.-D., Barrig\u00f3n, M. L., Porras-Segovia, A., Ruiz-Ruano, V. G., Mart\u00ednez, A. S. E., Escobedo-Aedo, P. J., Alonso, S. S., Iturralde, L. M., Lorenzo, L. M., Art\u00e9s-Rodr\u00edguez, A., David, A. S., & Baca-Garc\u00eda, E. (2021).<\/em><\/p>\n

Journal of Medical Internet Research, 23(7), e26548.<\/em> https:\/\/doi.org\/10.2196\/26548<\/a><\/p>\n<\/font>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t

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Social media and smartphone app use predicts maintenance of physical activity during Covid-19 enforced isolation in psychiatric outpatients<\/strong><\/p>\n

Norbury, A., Liu, S.H., Campa\u00f1a-Montes, J.J., Romero-Medrano, L., Barrig\u00f3n, M.L., Smith, E., Art\u00e9s, A., Baca-Garc\u00eda, E., P\u00e9rez-Rodr\u00edguez, M.M. (2020).<\/em><\/p>\n

Mol Psychiatry.<\/em> https:\/\/doi.org\/10.1038\/s41380-020-00963-5<\/a><\/p>\n<\/font>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t

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Ecological Momentary Assessment for Monitoring Risk of Suicide Behavior<\/strong><\/p>\n

Carretero, P., Campa\u00f1a-Montes, J., Art\u00e9s-Rodr\u00edguez, A.<\/em><\/p>\n

https:\/\/dx.doi.org\/10.1007\/7854_2020_170<\/a><\/p>\n<\/font>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t

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Smartphone-based ecological momentary assessment (EMA) in psychiatric patients and student controls: A real-world feasibility study<\/strong><\/p>\n

Porras-Segovia, A., Molina-Madue\u00f1o, R., Berrouiguet, S., L\u00f3pez-Castroman, J., Barrig\u00f3n, M., P\u00e9rez-Rodr\u00edguez, M., Marco, J., D\u00edaz-Oliv\u00e1n, I., Le\u00f3n, S., Courtet, P., Art\u00e9s-Rodr\u00edguez, A., Baca-Garc\u00eda, E. (2020).<\/em><\/p>\n

Journal of Affective Disorders.<\/em> https:\/\/dx.doi.org\/10.1016\/j.jad.2020.05.067<\/a><\/p>\n<\/font>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t

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Multinomial Sampling for Hierarchical Change-Point Detection<\/strong><\/p>\n

Romero-Medrano, L., Moreno-Mu\u00f1oz, P., Art\u00e9s-Rodr\u00edguez, A. (2020).<\/em><\/p>\n

2020 IEEE 30th International Workshop on Machine Learning for Signal Processing (MLSP) 00(), 1-6.<\/em> https:\/\/dx.doi.org\/10.1109\/mlsp49062.2020.9231616<\/a><\/p>\n<\/font>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t

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Study protocol of a randomised clinical trial testing whether metacognitive training can improve insight and clinical outcomes in schizophrenia<\/strong><\/p>\n

Lopez-Morinigo, J., Ruiz-Ruano, V., Mart\u00ednez, A., Est\u00e9vez, M., Mata-Iturralde, L., Mu\u00f1oz-Lorenzo, L., S\u00e1nchez-Alonso, S., Art\u00e9s-Rodr\u00edguez, A., David, A., Baca-Garc\u00eda, E. (2020).<\/em><\/p>\n

BMC Psychiatry 20(1), 30.<\/em> https:\/\/dx.doi.org\/10.1186\/s12888-020-2431-x<\/a><\/p>\n<\/font>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t

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Continual Learning for Infinite Hierarchical Change-Point Detection<\/strong><\/p>\n

Moreno-Mu\u00f1oz, P., Ram\u00edrez, D., Art\u00e9s-Rodr\u00edguez, A. (2019).<\/em><\/p>\n

https:\/\/arxiv.org\/abs\/1910.10087<\/a><\/p>\n<\/font>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t

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Assessment of e-Social Activity in Psychiatric Patients<\/strong><\/p>\n

Bonilla-Escribano, P., Ramirez, D., Sedano-Capdevila, A., Campana-Montes, J., Baca-Garcia, E., Courtet, P., Artes-Rodriguez, A. (2019).<\/em><\/p>\n

IEEE Journal of Biomedical and Health Informatics 23(6), 1-1.<\/em> https:\/\/dx.doi.org\/10.1109\/jbhi.2019.2918687<\/a><\/p>\n<\/font>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t

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Combining mobile-health (mHealth) and artificial intelligence (AI) methods to avoid suicide attempts: the Smartcrises study protocol<\/strong><\/p>\n

Berrouiguet, S., Barrig\u00f3n, M., Castroman, J., Courtet, P., Art\u00e9s-Rodr\u00edguez, A., Baca-Garcia, E. (2019).<\/em><\/p>\n

BMC Psychiatry 19(1), 570.<\/em> https:\/\/dx.doi.org\/10.1186\/s12888-019-2260-y<\/a><\/p>\n<\/font>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t

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Combining Continuous Smartphone Native Sensors Data Capture and Unsupervised Data Mining Techniques for Behavioral Changes Detection: A Case Series of the Evidence-Based Behavior (eB2) Study<\/strong><\/p>\n

Berrouiguet, S., Ram\u00edrez, D., Barrig\u00f3n, M., Moreno-Mu\u00f1oz, P., Camacho, R., Baca-Garcia, E., Art\u00e9s-Rodr\u00edguez, A. (2018).<\/em><\/p>\n

JMIR mHealth and uHealth 6(12), e197.<\/em> https:\/\/dx.doi.org\/10.2196\/mhealth.9472<\/a><\/p>\n<\/font>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t

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Machine learning and data mining: strategies for hypothesis generation<\/strong><\/p>\n

Oquendo, M., Baca-Garcia, E., Art\u00e9s-Rodr\u00edguez, A., P\u00e9rez-Cruz, F., Galfalvy, H., Blasco-Fontecilla, H., Madigan, D., Duan, N. (2012).<\/em><\/p>\n

Molecular Psychiatry 17(10), 956 – 959.<\/em> https:\/\/dx.doi.org\/10.1038\/mp.2011.173<\/a><\/p>\n<\/font>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t

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How may we help you?<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t
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Contact us to receive accurate information tailored to your specific case.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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We reach you<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t

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\n\t\t\t\t\t\n\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\tCONTACTA<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t
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\n\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"

Our essence is innovation and research. We strongly believe in improving patient care through technology and research, particularly in the areas of human behavior and artificial intelligence applied to mental health. Digital monitoring shows high feasibility in psychiatric care” (mayo 2025) Ismael Conejero, Miguel \u00c1ngel Villalba, Victoria Matos, Oscar Jim\u00e9nez, Rafael Garc\u00eda, Luc\u00eda Albarrac\u00edn-Garc\u00eda, Alejandro … Read more<\/a><\/p>\n","protected":false},"author":5,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-4787","page","type-page","status-publish"],"_links":{"self":[{"href":"https:\/\/eb2.tech\/en\/wp-json\/wp\/v2\/pages\/4787","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/eb2.tech\/en\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/eb2.tech\/en\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/eb2.tech\/en\/wp-json\/wp\/v2\/users\/5"}],"replies":[{"embeddable":true,"href":"https:\/\/eb2.tech\/en\/wp-json\/wp\/v2\/comments?post=4787"}],"version-history":[{"count":17,"href":"https:\/\/eb2.tech\/en\/wp-json\/wp\/v2\/pages\/4787\/revisions"}],"predecessor-version":[{"id":5255,"href":"https:\/\/eb2.tech\/en\/wp-json\/wp\/v2\/pages\/4787\/revisions\/5255"}],"wp:attachment":[{"href":"https:\/\/eb2.tech\/en\/wp-json\/wp\/v2\/media?parent=4787"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}