IA y psicopatología transdiagnóstica: una revisión narrativa desde la psicología clínica basada en evidencia
This narrative review examines recent scientific literature (2020–2025) on the use of artificial intelligence (AI) in addressing transdiagnostic psychological processes within evidence-based clinical psychology. It analyzes AI applications in the assessment, monitoring, and treatment of processes su...
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| Formato: | Artículo |
| Lenguaje: | español |
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2025
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| author | Edson Pelayo Ticona Quispe Nilton David Vílchez Galarza Deyny Luzbeth Mamani Aracayo Madeley Porto Lopez Alberto Paz Huamaní |
| author_browse | Alberto Paz Huamaní Deyny Luzbeth Mamani Aracayo Edson Pelayo Ticona Quispe Madeley Porto Lopez Nilton David Vílchez Galarza |
| author_facet | Edson Pelayo Ticona Quispe Nilton David Vílchez Galarza Deyny Luzbeth Mamani Aracayo Madeley Porto Lopez Alberto Paz Huamaní |
| author_sort | Edson Pelayo Ticona Quispe |
| collection | Producción científica |
| description | This narrative review examines recent scientific literature (2020–2025) on the use of artificial intelligence (AI) in addressing transdiagnostic psychological processes within evidence-based clinical psychology. It analyzes AI applications in the assessment, monitoring, and treatment of processes such as rumination, experiential avoidance, emotional regulation, perfectionism, and intolerance of uncertainty. Findings show that AI, through machine learning algorithms, therapeutic chatbots, digital phenotyping, and predictive models, enables more precise detection and modification of these shared processes across various mental disorders. The review concludes that AI, when applied ethically and responsibly, can significantly enhance clinical practice by offering a more preventive, personalized, and process-based approach. |
| format | Article |
| id | openalex:W4413461676 |
| institution | UPeU |
| language | Spanish |
| publishDate | 2025 |
| publishDateRange | 2025 |
| publishDateSort | 2025 |
| record_format | dspace |
| spelling | openalex:W4413461676IA y psicopatología transdiagnóstica: una revisión narrativa desde la psicología clínica basada en evidenciaEdson Pelayo Ticona QuispeNilton David Vílchez GalarzaDeyny Luzbeth Mamani AracayoMadeley Porto LopezAlberto Paz Huamaníartificial intelligencetransdiagnostic mechanismsruminationexperiential avoidanceemotion regulationperfectionismintolerance of uncertaintytherapeutic chatbotsdigital phenotypingmachine learningprediction modelmental illnesspersonalized treatmentDigital Mental Health InterventionsAnxiety, Depression, Psychometrics, Treatment, Cognitive ProcessesMental Health Research TopicsThis narrative review examines recent scientific literature (2020–2025) on the use of artificial intelligence (AI) in addressing transdiagnostic psychological processes within evidence-based clinical psychology. It analyzes AI applications in the assessment, monitoring, and treatment of processes such as rumination, experiential avoidance, emotional regulation, perfectionism, and intolerance of uncertainty. Findings show that AI, through machine learning algorithms, therapeutic chatbots, digital phenotyping, and predictive models, enables more precise detection and modification of these shared processes across various mental disorders. The review concludes that AI, when applied ethically and responsibly, can significantly enhance clinical practice by offering a more preventive, personalized, and process-based approach.Articlehttps://doi.org/10.63969/ec113346https://estrellaediciones.com/index.php/educational_regent/article/download/117/251W4413461676esEducational Regent Multidisciplinary Journal3091-18692025-08-16 |
| spellingShingle | artificial intelligence transdiagnostic mechanisms rumination experiential avoidance emotion regulation perfectionism intolerance of uncertainty therapeutic chatbots digital phenotyping machine learning prediction model mental illness personalized treatment Digital Mental Health Interventions Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes Mental Health Research Topics Edson Pelayo Ticona Quispe Nilton David Vílchez Galarza Deyny Luzbeth Mamani Aracayo Madeley Porto Lopez Alberto Paz Huamaní IA y psicopatología transdiagnóstica: una revisión narrativa desde la psicología clínica basada en evidencia |
| title | IA y psicopatología transdiagnóstica: una revisión narrativa desde la psicología clínica basada en evidencia |
| title_full | IA y psicopatología transdiagnóstica: una revisión narrativa desde la psicología clínica basada en evidencia |
| title_fullStr | IA y psicopatología transdiagnóstica: una revisión narrativa desde la psicología clínica basada en evidencia |
| title_full_unstemmed | IA y psicopatología transdiagnóstica: una revisión narrativa desde la psicología clínica basada en evidencia |
| title_short | IA y psicopatología transdiagnóstica: una revisión narrativa desde la psicología clínica basada en evidencia |
| title_sort | ia y psicopatologia transdiagnostica una revision narrativa desde la psicologia clinica basada en evidencia |
| topic | artificial intelligence transdiagnostic mechanisms rumination experiential avoidance emotion regulation perfectionism intolerance of uncertainty therapeutic chatbots digital phenotyping machine learning prediction model mental illness personalized treatment Digital Mental Health Interventions Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes Mental Health Research Topics |
| topic_facet | artificial intelligence transdiagnostic mechanisms rumination experiential avoidance emotion regulation perfectionism intolerance of uncertainty therapeutic chatbots digital phenotyping machine learning prediction model mental illness personalized treatment Digital Mental Health Interventions Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes Mental Health Research Topics |
| url | https://doi.org/10.63969/ec113346 https://estrellaediciones.com/index.php/educational_regent/article/download/117/251 |
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