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    Predicting Stress-Induced Somatic Symptoms from Personality and Behavioral Indicators Using Machine Learning Journal of Personality and Psychosomatic Research (JPPR)

    María José Ibañez (Author); Becky Lima (Corresponding Author); Daniela Cevallos (Author)
    1-10
    2026-04-01
  • Modeling Personality–Emotion–Somatic Symptom Pathways with Explainable Machine Learning Journal of Personality and Psychosomatic Research (JPPR)

    Mariana Torres (Corresponding Author); Fabricio Peixoto , Jaime Martínez-Pacheco Martínez-Pacheco (Author)
    1-10
    2026-04-01
1 - 2 of 2 items

Articles

Modeling the Contribution of Cognitive Fusion, Rumination, and Worry to Psychosomatic Distress: An Explainable Machine Learning Study
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Personality‑Based Digital Phenotyping of Psychosomatic Health Using Machine Learning
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Modeling Personality–Emotion–Somatic Symptom Pathways with Explainable Machine Learning
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Attachment Anxiety as a Mediator Between Childhood Neglect and Intimate Partner Violence Victimization
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Identifying Indicators of Treatment Satisfaction in Online Therapy Platforms: A Qualitative Study in Taiwan
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Modeling the Influence of Fear‑Avoidance Beliefs and Cognitive Biases on Psychosomatic Symptom Maintenance Using Machine Learning
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Identifying Core Indicators of Relapse in Clients Undergoing Cognitive Behavioral Therapy for Depression: A Qualitative Study
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Murat Ceyhan
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Predicting Stress-Induced Somatic Symptoms from Personality and Behavioral Indicators Using Machine Learning
María José Ibañez
Becky Lima *
Daniela Cevallos
2026-04-01
A Network‑Informed Machine Learning Model of How Trait Negative Affectivity and Pain Catastrophizing Predict Somatic Symptom Intensity
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Indicators of Burnout and Recovery in Early-Career Psychologists: A Thematic Analysis
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Armin Khadem Fini
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Deep Learning Classification of Suicidal Ideation from Electronic Health Records
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Predicting Adolescent Depressive Relapse via LSTM Modeling of Smartphone Telemetry
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The Impact of Childhood Trauma on Adolescent Resilience: An Explainable Machine Learning Analysis of Protective Factors in Low-Socioeconomic Contexts
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Algorithmic Identification of Academic Burnout: Integrating Wearable Sensor Data and School Performance Metrics via Gradient Boosted Decision Trees
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Clustering Adolescent Emotion Regulation Profiles via Gaussian Mixture Models
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Identifying Novel Endophenotypes of Adolescent Insomnia and their Association with Emotional Dysregulation
Eleni Kouris
Yara Mahfouz *
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Identifying Non-Linear Predictors of Suicidal Ideation in Hospitalized Youth using SHAP-explained Extreme Gradient Boosting
Petrus Amutenya *
Sofía Alvarado
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Alexithymia, Trait Avoidance, and Somatic Distress: A Transdiagnostic Model of Emotion–Body Disconnection
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Designing Intelligent Learning Ecosystems: The Role of Artificial Intelligence and Blended Learning in Enhancing Digital Education Quality
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The Effectiveness of Acceptance and Commitment Therapy on Reducing Post-Traumatic Stress Disorder Symptoms and Enhancing Post-Traumatic Growth in Adolescent Survivors of Sexual Assault
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Mahboubeh Abdollahzade Ata Abadi
Zeinab Es’haqian
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Sports Activity Level and Behavioral Maladjustment Among Male Secondary School Students in Tehran Province, Iran: A Cross-Sectional Survey
Reza Omidi Ghanbari *
Mooud Bonyadifard
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A Structural Model of Job Burnout and Work-Family Conflict in Teachers, with the Mediating Role of Mental Health and Psychological Capital: A Gender Comparison
Fereshteh Niksirat
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Designing a Qualitative Model of School Principals’ Performance with a Meritocracy Approach
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Effects of Continuous Aerobic Training on Body Composition in Primary School Boys
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The Mediating Role of Generalized Anxiety Disorder Symptoms in the Relationship of Stressful Life Events and Childhood Maltreatment with Gastrointestinal Symptoms
Erfan Khalili Moghaddam
Sepideh Pourheydari *
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Conspicuous Consumption and Social Desirability Among Sport Sciences Students: A Comparative Study of Public and Foundation Universities
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Effects of Structured Play Interventions on Self-Esteem, Physical Competence, and Psychological Well-Being in Children
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Scientific Authority Indicators in Sport Management Journals: A Comparative Analysis with International Standards
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Arefeh Jamshidi
Salman Rasooli Doost
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Prediction of Borderline Personality Disorder Based on Attachment Style, Emotion Regulation, and Social Support in Women
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The Effectiveness of Systemic-Behavioral Couples Therapy (SBCT) in Enhancing Relationship Outcomes Among Spouses of Individuals with Parkinson’s Disease
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Esmaeil Sadri Damirchi
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Comparison of Processing Speed and Working Memory in Students with Dyscalculia, Dyslexia, and Typical Development
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Determinants of Abortion in the Tehran Metropolis Based on the Lived Experiences of Tehranian Women
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Trait Emotional Stability as a Protective Factor Against Psychosomatic Symptom Amplification: A Multilevel Mediation Analysis
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