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Cognitive emotional embedded representations of text to predict suicidal ideation and psychiatric symptoms
Toledo-Acosta, Mauricio; Barreiro, Talin; Reig-Alamillo, Asela; Müller, Markus; Aroca Bisquert, Fuensanta; Barrigon, María Luisa; Baca-Garcia, Enrique; Hermosillo-Valadez, Jorge (2020)Mathematical modeling of language in Artificial Intelligence is of the utmost importance for many research areas and technological applications. Over the last decade, research on text representation has been directed towards ...
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El COVID-19 y la educación de profesionales sanitarios en salud mental: desafíos en la enseñanza práctica
Ovejero, Santiago; Barrigon, María Luisa; Guadalajara, Héctor; Pérez-Santos, Eloísa; Baca-Garcia, Enrique (2021) -
One-week suicide risk prediction using real-time smartphone monitoring: prospective cohort study
Barrigon, María Luisa; Romero-Medrano, Lorena; Moreno-Muñoz, Pablo; Porras-Segovia, Alejandro; Lopez-Castroman, Jorge; Courtet, Philippe; Artés-Rodríguez, Antonio; Baca-Garcia, Enrique (2023)Background: Suicide is a major global public health issue that is becoming increasingly common despite preventive efforts. Though current methods for predicting suicide risk are not sufficiently accurate, technological ...
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Psychotic relapse from COVID-19 quarantine, a case report
Sánchez-Alonso, Sergio; Ovejero, Santiago; Barrigon, María Luisa; Baca-Garcia, Enrique (2020) -
Relationship between cognition and suicidal behavior in recent-onset psychosis
Sastre-Buades, Aina; Caro-Cañizares, Irene; Ochoa, Susana; Lorente-Rovira, Esther; Barajas, Ana; Gutiérrez-Zotes, Alfonso; Sánchez-Alonso, Sergio; López-Carrilero, Raquel; Grasa, Eva; Pousa, Esther; Pélaez, Trinidad; Cid, Jordi; González-Higueras, Fermín; Ruiz-Delgado, Isabel; Baca-Garcia, Enrique; Barrigon, María Luisa (2023)Suicidal behavior (SB) is common in first-episode psychosis (FEP), and cognitive impairment has also been described in psychosis. Despite well-established risk factors for SB in psychosis, the role of cognition and insight ...
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Smartphone-based Ecological Momentary Intervention for secondary prevention of suicidal thoughts and behaviour: protocol for the SmartCrisis V.2.0 randomised clinical trial
Barrigon, María Luisa; Porras-Segovia, Alejandro; Courtet, Philippe; Lopez-Castroman, Jorge; Berrouiguet, Sofian; Pérez-Rodríguez, María-Mercedes; Artes, Antonio; Study Group, MEmind; Baca-Garcia, Enrique (2022)Introduction Suicide is one of the leading public health issues worldwide. Mobile health can help us to combat suicide through monitoring and treatment. The SmartCrisis V.2.0 randomised clinical trial aims to evaluate the ...
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Text mining methods for the characterisation of suicidal thoughts and behaviour
Sedano-Capdevila, Alba; Toledo-Acosta, Mauricio; Barrigon, María Luisa; Morales-González, Eliseo; Torres-Moreno, David; Martínez-Zaldivar, Bolívar; Hermosillo-Valadez, Jorge; Baca-García, Enrique (2023)Traditional research methods have shown low predictive value for suicidal risk assessments and limitations to be applied in clinical practice. The authors sought to evaluate natural language processing as a new tool for ...
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Use of ecological momentary assessment to study suicidal thoughts and behavior: a systematic review
Sedano-Capdevila, Alba; Porras-Segovia, Alejandro; Bello, Hugo J.; Baca-Garcia, Enrique; Barrigon, María Luisa (2021)Purpose of Review: Ecological momentary assessment (EMA) is a recently introduced approach to patient evaluation that consists of asking patients questions in real time and in their usual habitat. This method seeks to ...