Healthier Psychiatry - Articles - Scientific Research Publishing

Machine Learning Analysis of Pramipexole Augmentation in Treatment-Resistant Depression: Identifying Predictors of Response (Articles)

Rocco de Filippis, Abdullah Al Foysal

Open Access Library Journal Vol.12 No.6, June 13, 2025

DOI: 10.4236/oalib.1113515 56 Downloads 493 Views Citations
Interpretable Machine Learning Framework for Predicting Treatment Resistance in Psychiatric Disorders Using Synthetic Pharmacogenomic and Clinical Data (Articles)

Rocco de Filippis, Abdullah Al Foysal

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

DOI: 10.4236/oalib.1113870 49 Downloads 442 Views Citations
A Hybrid CNN-LSTM Variational Autoencoder for Treatment Response Prediction in Synthetic Psychiatric Data (Articles)

Rocco de Filippis, Abdullah Al Foysal

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

DOI: 10.4236/oalib.1114442 48 Downloads 324 Views Citations
Reinforcement Learning Based Optimization of Sleep Mood Circadian Dynamics in Bipolar Disorder: A Simulation Study (Articles)

Rocco de Filippis, Abdullah Al Foysal

Open Access Library Journal Vol.13 No.3, March 16, 2026

DOI: 10.4236/oalib.1114926 46 Downloads 287 Views Citations
Machine Learning Models for Predicting Antidepressant-Induced Mania in Bipolar Disorder: A Synthetic Proof-of-Concept Simulation Study (Articles)

Rocco de Filippis, Abdullah Al Foysal

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

DOI: 10.4236/oalib.1115140 65 Downloads 391 Views Citations
The Quality in Psychiatric Care-Forensic In-Patient Staff (QPC-FIPS) instrument: Psychometric properties and staff views of the quality of forensic psychiatric services in Sweden (Articles)

Agneta Schröder, Lars-Olov Lundqvist

Open Journal of Nursing Vol.3 No.3, July 19, 2013

DOI: 10.4236/ojn.2013.33045 5,358 Downloads 8,380 Views Citations
Promoting Health Behavior Change in Canada: A Quality Improvement Project Integrating Prevention and Wellness in Frontline Care (Articles)

Kiran Rabheru, David Conn, Daria Parsons, Ariane S. Massie, Julie Mitchell, Michael Vallis, Claire Checkland, Keri-Leigh Cassidy

Open Journal of Psychiatry Vol.11 No.3, May 12, 2021

DOI: 10.4236/ojpsych.2021.113011 745 Downloads 3,963 Views Citations
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 93 Downloads 792 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 99 Downloads 712 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 180 Downloads 1,660 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 61 Downloads 510 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 51 Downloads 434 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 52 Downloads 446 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 35 Downloads 261 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 32 Downloads 119 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 12 Downloads 85 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 9 Downloads 86 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 16 Downloads 139 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 13 Downloads 107 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 9 Downloads 101 Views Citations

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