Integrative Psychiatry - Articles - Scientific Research Publishing

Predicting Bipolar Disorder Treatment Outcomes with Machine Learning: A Comprehensive Evaluation of Random Forest, Gradient Boosting, and Ensemble Approaches (Articles)

Rocco de Filippis, Abdullah Al Foysal

Open Access Library Journal Vol.12 No.2, February 19, 2025

DOI: 10.4236/oalib.1112897 91 Downloads 758 Views Citations
Clinical Case Study: Cultural Dimensions in the Treatment of Postpartum Psychosis in Togo (Articles)

Kodjo Anahlui, Afiwa Agbobli, Afi Mawuse Amouzou, Gregoire Gansou

Open Journal of Social Sciences Vol.13 No.3, March 13, 2025

DOI: 10.4236/jss.2025.133013 84 Downloads 641 Views Citations
This article belongs to the Special Issue on Social, Psychological and Behavioral Sciences
AI-Driven Mental Disorder Prediction: A Machine Learning Approach for Early Detection (Articles)

Rocco de Filippis, Abdullah Al Foysal

Open Access Library Journal Vol.12 No.4, April 21, 2025

DOI: 10.4236/oalib.1113194 176 Downloads 1,539 Views Citations
Predicting Antidepressant Treatment Response Using Machine Learning: A Multimodal Analysis of Clinical and Genetic Data (Articles)

Rocco de Filippis, Abdullah Al Foysal

Open Access Library Journal Vol.12 No.8, August 20, 2025

DOI: 10.4236/oalib.1113958 55 Downloads 414 Views Citations
Personalized Antidepressant Treatment Recommendation Using Reinforcement Learning and Predictive Modelling on Synthetic Patient Data (Articles)

Rocco de Filippis, Abdullah Al Foysal

Open Access Library Journal Vol.12 No.8, August 25, 2025

DOI: 10.4236/oalib.1113957 48 Downloads 390 Views Citations
Reinforcement Learning-Based Personalized Depression Treatment Using Synthetic Data and Real-Time Decision Support (Articles)

Rocco de Filippis, Abdullah Al Foysal

Open Access Library Journal Vol.12 No.8, August 27, 2025

DOI: 10.4236/oalib.1113959 51 Downloads 402 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
Cross-Institutional Generalization of Psychiatric AI Models: A Domain Adaptation and Robustness Framework for Multi-Site Clinical Deployment (Articles)

Rocco de Filippis, Abdullah Al Foysal

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

DOI: 10.4236/oalib.1115350 2 Downloads 27 Views Citations
Deep Reinforcement Learning for Personalized Antidepressant Decision Support in Bipolar Spectrum Disorders: Simulated Randomized Trial Framework (Articles)

Rocco de Filippis, Abdullah Al Foysal

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

DOI: 10.4236/oalib.1115137 5 Downloads 28 Views Citations
AI-Driven Prediction of Antidepressant-Induced Mood Switching in Bipolar Disorder: A Synthetic Proof-of-Concept Machine Learning Study Using Clinical, Temporal, and Biomarker Data (Articles)

Rocco de Filippis, Abdullah Al Foysal

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

DOI: 10.4236/oalib.1115142 5 Downloads 48 Views Citations
Deep Learning-Based Neuroimaging Biomarkers for Antidepressant Decision-Making in Bipolar Depression: A Multimodal fMRI and EEG Study (Articles)

Rocco de Filippis, Abdullah Al Foysal

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

DOI: 10.4236/oalib.1115136 6 Downloads 47 Views Citations
Deep Learning Analysis of Speech and Language Patterns in Acute Psychiatric Emergencies: A Synthetic Proof-of-Concept Study for a Multimodal NLP Decision Support Framework (Articles)

Rocco de Filippis, Abdullah Al Foysal

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

DOI: 10.4236/oalib.1115187 8 Downloads 53 Views Citations
Sociocultural-Interdeterminist Dialogical Perspective of Intercultural Mutual Understanding Comprehension Deepening (Articles)

Vladimir Yanchuk

Open Journal of Social Sciences Vol.2 No.8, August 28, 2014

DOI: 10.4236/jss.2014.28025 7,024 Downloads 10,940 Views Citations
Insufficiency of Cellular Energy (ICE) May Precede Neurodegeneration in Alzheimer’s Disease and Be Treatable via the Alternative Cellular Energy (ACE) Pathway (Articles)

W. John Martin

Advances in Alzheimer's Disease Vol.6 No.1, March 2, 2017

DOI: 10.4236/aad.2017.61001 2,193 Downloads 3,787 Views Citations
Hyper-Excitability Followed by Functional Quiescence in Neuronal Cells Caused by Insufficient Cellular Energy (ICE): Treatable by Enhancing the Alternative Cellular Energy (ACE) Pathway (Articles)

W. John Martin

World Journal of Neuroscience Vol.7 No.3, June 23, 2017

DOI: 10.4236/wjns.2017.73021 1,356 Downloads 2,918 Views Citations
What Are the Current and Developing Treatments for Cotard’s Syndrome, Alice in Wonderland Syndrome, and Catatonic Schizophrenia? (Articles)

Anuva Ghosh

Open Journal of Psychiatry Vol.14 No.3, April 26, 2024

DOI: 10.4236/ojpsych.2024.143011 216 Downloads 2,391 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
Federated Learning for Privacy-Preserving Psychiatric Decision Support: A Simulation Proof-of-Concept for Multi-Institutional Collaborative Risk Prediction (Articles)

Rocco de Filippis, Abdullah Al Foysal

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

DOI: 10.4236/oalib.1115138 5 Downloads 45 Views Citations

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