Computational Psychiatry - Articles - Scientific Research Publishing

Advanced Machine Learning Models for Gender-Specific Antidepressant Response Prediction: Overcoming Data Imbalance for Precision Psychiatry (Articles)

Rocco de Filippis, Abdullah Al Foysal

Open Access Library Journal Vol.12 No.2, February 17, 2025

DOI: 10.4236/oalib.1112895 75 Downloads 484 Views Citations
Quantum-Inspired Feature Representations for Depression Subtype Classification: A Synthetic Benchmark Study (Articles)

Rocco de Filippis, Abdullah Al Foysal

Open Access Library Journal Vol.13 No.1, January 16, 2026

DOI: 10.4236/oalib.1114448 43 Downloads 304 Views Citations
Predicting Treatment Response in Bipolar Disorder Using Biomarker Profiles and Machine Learning Models (Articles)

Rocco de Filippis, Abdullah Al Foysal

Open Access Library Journal Vol.12 No.8, August 18, 2025

DOI: 10.4236/oalib.1113871 47 Downloads 471 Views Citations
Multi-Task Deep Learning for Predicting Depression Severity and Treatment Response Using Synthetic Neuroimaging: A Fully Controlled Simulation Framework (Articles)

Rocco de Filippis, Abdullah Al Foysal

Open Access Library Journal Vol.12 No.8, August 22, 2025

DOI: 10.4236/oalib.1113955 39 Downloads 358 Views Citations
PsychoGraph-Net: A Graph-Attentive Deep Learning Framework for Mapping, Predicting, and Interpreting Psychiatric Comorbidity Networks in Liaison Psychiatry (Articles)

Rocco de Filippis, Abdullah Al Foysal

Open Access Library Journal Vol.13 No.5, May 28, 2026

DOI: 10.4236/oalib.1115349 7 Downloads 31 Views Citations
Reinforcement Learning for Antidepressant Dose Adjustment: An Explainable Agent Approach (Articles)

Rocco de Filippis, Abdullah Al Foysal

Open Access Library Journal Vol.12 No.12, December 23, 2025

DOI: 10.4236/oalib.1114449 34 Downloads 235 Views Citations
Hybrid Mechanistic-Machine Learning Models of Neurotransmitter Dynamics: Integrating Biological Knowledge with Deep Learning for Drug Response Prediction and Disease Mechanism Discovery (Articles)

Rocco de Filippis, Abdullah Al Foysal

Open Access Library Journal Vol.13 No.5, May 27, 2026

DOI: 10.4236/oalib.1115351 5 Downloads 38 Views Citations
A Machine Learning Framework for Mood State Classification in Bipolar Disorder Using Clinical Features (Articles)

Rocco de Filippis, Abdullah Al Foysal

Open Access Library Journal Vol.12 No.8, August 21, 2025

DOI: 10.4236/oalib.1113869 56 Downloads 418 Views Citations
Enhanced Multimodal Transformer for Treatment-Resistant Depression Prediction Using Synthetic fMRI, Genomic, and Clinical Data (Articles)

Rocco de Filippis, Abdullah Al Foysal

Open Access Library Journal Vol.13 No.1, January 15, 2026

DOI: 10.4236/oalib.1114447 40 Downloads 241 Views Citations
A Multimodal Deep Learning Framework for Early Detection, Mood State Classification, and Episode Prediction in Bipolar Disorder (Articles)

Rocco de Filippis, Abdullah Al Foysal

Open Access Library Journal Vol.13 No.5, May 29, 2026

DOI: 10.4236/oalib.1115345 10 Downloads 97 Views Citations
A Lightweight Multimodal Transformer for Predicting Imminent Mood State Transitions in Synthetic Bipolar Trajectories (Articles)

Rocco de Filippis, Abdullah Al Foysal

Open Access Library Journal Vol.13 No.3, March 18, 2026

DOI: 10.4236/oalib.1114917 25 Downloads 209 Views Citations
No change of attitude toward forensic psychiatry: 5 years after the Medical Treatment and Supervision Act in Japan (Articles)

Akihiro Shiina, Kyoji Okita, Mihisa Fujisaki, Yoshito Igarashi, Masaomi Iyo

Open Journal of Psychiatry Vol.3 No.2, April 10, 2013

DOI: 10.4236/ojpsych.2013.32017 4,164 Downloads 6,924 Views Citations
Difficult-to-Treat-Depression and GPs’ Role: Perceptions of Psychiatry Registrars (Articles)

Kay M. Jones, Leon Piterman

Open Journal of Psychiatry Vol.4 No.4, October 15, 2014

DOI: 10.4236/ojpsych.2014.44037 3,927 Downloads 5,233 Views Citations
Interprofessional Communication and Relationships in the Management of “Difficult to Treat” Depression: Perceptions of the Role of General Practitioners (Articles)

Kay M. Jones, Leon Piterman

Open Journal of Psychiatry Vol.5 No.3, June 4, 2015

DOI: 10.4236/ojpsych.2015.53029 3,394 Downloads 4,523 Views Citations
Triage and Risk Concept: Application Proposal for Pre-Hospital Emergencies in a Psychiatric Ambulance in the City of Buenos Aires (Articles)

Mazzoglio Y. Nabar, Martín Javier, Rubén Daniel Algieri, Gabriel Schraier, Blanca Lopez, Sergio Giordano

Open Journal of Emergency Medicine Vol.11 No.1, March 13, 2023

DOI: 10.4236/ojem.2023.111003 257 Downloads 1,582 Views Citations
The Landscape of Child and Adolescent Psychiatry in Brazil (Articles)

César Reichert, Francisco Baptista Assumpção, Ana Mageste, Paulo Azevêdo

Open Journal of Psychiatry Vol.15 No.3, May 21, 2025

DOI: 10.4236/ojpsych.2025.153017 70 Downloads 484 Views Citations
This article belongs to the Special Issue on Psychiatry and Mental Health
Assessment of Drawing Age of Children in Early Childhood and Its Correlates (Articles)

Saziye Senem Basgul, Ozden Sukran Uneri, Gulcan Basar Akkaya, Nilay Etiler, Aysen Coskun

Psychology Vol.2 No.4, July 25, 2011

DOI: 10.4236/psych.2011.24059 8,837 Downloads 19,637 Views Citations
Cultural Influences on the Presentation of Depression (Articles)

Ahmed Mohamed Abdel Shafi, Reem Mohamed Abdel Shafi

Open Journal of Psychiatry Vol.4 No.4, October 28, 2014

DOI: 10.4236/ojpsych.2014.44045 7,422 Downloads 11,244 Views Citations
A Brief Review on Neurologic and Psychiatric Manifestations of Celiac Disease (Articles)

Vagner Ramirez Basilio, Rondón Garzón Nilson, Cuervo Casallas Martha

World Journal of Neuroscience Vol.6 No.2, May 11, 2016

DOI: 10.4236/wjns.2016.62017 3,833 Downloads 5,802 Views Citations
The Philosophical Foundations of Psychiatry in the Ancient Greece (Articles)

José E. Muñoz-Negro, Juan F. Mula-Ponce, Josefa M. López-Pérez, José Pablo Martínez-Barbero, Jorge A. Cervilla

Open Journal of Philosophy Vol.8 No.3, May 25, 2018

DOI: 10.4236/ojpp.2018.83020 1,732 Downloads 5,129 Views Citations

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