Alexandre Rocco - Articles - Scientific Research Publishing

AI-Based Early Detection of Alzheimer’s Disease through Speech and Language Biomarkers: A Synthetic Proof-of-Concept Study (Articles)

Rocco de Filippis, Abdullah Al Foysal

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

DOI: 10.4236/oalib.1114443 46 Downloads 456 Views Citations
Deep Learning for Predicting Post-Stroke Cognitive Decline Using Multimodal Data: A Synthetic Proof-of-Concept Study (Articles)

Rocco de Filippis, Abdullah Al Foysal

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

DOI: 10.4236/oalib.1114446 46 Downloads 383 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
AI-Enhanced Gut Brain Axis Profiling for Major Depressive Disorder: Integrating Synthetic Multi-Omics, Deep Learning, and Interpretable Precision Therapeutics (Articles)

Rocco de Filippis, Abdullah Al Foysal

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

DOI: 10.4236/oalib.1114444 42 Downloads 263 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
Reinforcement Learning-Based Personalized Mood Stabilizer Dosage Optimization (Articles)

Rocco de Filippis, Abdullah Al Foysal

Open Access Library Journal Vol.13 No.3, March 10, 2026

DOI: 10.4236/oalib.1114925 47 Downloads 214 Views Citations
Federated Learning for Suicide Risk Prediction across Heterogeneous Hospitals Using Privacy-Preserving Synthetic Data (Articles)

Rocco de Filippis, Abdullah Al Foysal

Open Access Library Journal Vol.13 No.3, March 12, 2026

DOI: 10.4236/oalib.1114921 33 Downloads 220 Views Citations
Wearable-Inspired Panic Episode Forecasting with Synthetic Physiological Time Series: A Feature Engineered Gradient Boosting Baseline with Clinically Motivated Thresholding (Articles)

Rocco de Filippis, Abdullah Al Foysal

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

DOI: 10.4236/oalib.1114923 29 Downloads 162 Views Citations
Ultra-Fast Cognitive Distortion Classification from Short Text-A Lightweight TF-IDF and Logistic Regression Pipeline on Synthetic Data (Articles)

Rocco de Filippis, Abdullah Al Foysal

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

DOI: 10.4236/oalib.1114924 27 Downloads 222 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
A Lightweight Self-Supervised Representation Learning Framework for Depression Risk Profiling from Synthetic Daily Behavioural Trajectories (Articles)

Rocco de Filippis, Abdullah Al Foysal

Open Access Library Journal Vol.13 No.3, March 17, 2026

DOI: 10.4236/oalib.1114918 31 Downloads 231 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
Graph Neural Networks for Modelling Emotion Regulation Pathways from Multimodal Wearable Signals (Articles)

Rocco de Filippis, Abdullah Al Foysal

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

DOI: 10.4236/oalib.1114922 29 Downloads 189 Views Citations
A Multimodal Machine-Learning Framework for Predicting Lithium-Associated Renal Dysfunction from Synthetic Biomarker Trajectories (Articles)

Rocco de Filippis, Abdullah Al Foysal

Open Access Library Journal Vol.13 No.3, March 20, 2026

DOI: 10.4236/oalib.1114919 37 Downloads 258 Views Citations
Lithium Associated Chronic Kidney Disease Prediction Using Explainable Machine Learning: A Comprehensive Modelling and Interpretation Framework (Articles)

Rocco de Filippis, Abdullah Al Foysal

Open Access Library Journal Vol.13 No.3, March 20, 2026

DOI: 10.4236/oalib.1114920 31 Downloads 230 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 37 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 25 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 26 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 25 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 43 Views Citations

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