Forensic Psychiatry - Articles - Scientific Research Publishing

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 48 Downloads 379 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 46 Downloads 282 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 44 Downloads 245 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 51 Downloads 293 Views Citations
Evidence Collection for the Unconscious and Unconsented Patient (Articles)

Rose Constantino, Carol Stewart, Polly Campbell, Barbara Moynihan, Susan Kagan, Patricia Daugherty, Kathleen Thimsen, Lynda Tiefel, Colleen O’Brien, Jennifer Johnson

Open Journal of Nursing Vol.4 No.4, April 18, 2014

DOI: 10.4236/ojn.2014.44033 7,088 Downloads 11,288 Views Citations
Creative Accounting Scam at Satyam Computer Limited: How the Fraud Story Unfolded? (Articles)

Madan Lal Bhasin

Open Journal of Accounting Vol.5 No.4, September 26, 2016

DOI: 10.4236/ojacct.2016.54007 9,449 Downloads 30,904 Views Citations
Use of Environmental Sequence Stratigraphy (ESS) as an Environmental Forensic Tool to Identify Chlorinated Solvent Sources at a Complex Site in Silicon Valley, California (Articles)

Rick Cramer, Jun Lu, Mike Shultz, Colin Plank, Herb Levine

Journal of Environmental Protection Vol.9 No.5, May 30, 2018

DOI: 10.4236/jep.2018.95035 1,533 Downloads 3,787 Views Citations
Cybersecurity and Forensic Audio Analysis: Deepfake Detection Based on MFCC, Audio-Text Disconsistency, and Prosodic Features (Articles)

Nursel Yalçın, Kübra Zaptiye

Journal of Computer and Communications Vol.14 No.3, March 11, 2026

DOI: 10.4236/jcc.2026.143003 58 Downloads 546 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 719 Downloads 3,770 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 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 28 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 50 Views Citations

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