Geriatric Psychiatry - Articles - Scientific Research Publishing

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 51 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 54 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 2,393 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 242 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 48 Views Citations
Machine Learning Prediction of Aggression Risk in Psychiatric Patients: A Multi-Modal Approach Integrating Clinical History, Behavioural Patterns, and Physiological Signals (Articles)

Rocco de Filippis, Abdullah Al Foysal

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

DOI: 10.4236/oalib.1115141 11 Downloads 84 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 100 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 211 Views Citations

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