Abdullah Addas - Articles - Scientific Research Publishing

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 417 Views Citations
Multi-Task Deep Learning for Predicting Depression Severity and Treatment Response Using Synthetic Neuroimaging: A Fully Controlled Simulation Framework (Articles)

Rocco de Filippis, Abdullah Al Foysal

Open Access Library Journal Vol.12 No.8, August 22, 2025

DOI: 10.4236/oalib.1113955 39 Downloads 358 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 48 Downloads 378 Views Citations
Multi-Task 3D Neuroimaging Model for Simultaneous Prediction of Medication Response and Disease Severity: A Synthetic Data Study (Articles)

Rocco de Filippis, Abdullah Al Foysal

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

DOI: 10.4236/oalib.1113956 59 Downloads 436 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 389 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 401 Views Citations
Modern Criminal Policy and Its Impact on Fair Trial Guarantees in the New Legislation in Palestine (Articles)

Abdullah Theeb Mahmmoud, Ribhi Wajeeh Dola

Beijing Law Review Vol.16 No.3, September 24, 2025

DOI: 10.4236/blr.2025.163098 53 Downloads 409 Views Citations
SmartFlow: A Lightweight Protocol for Fine-Grained Sharding and Parallel Smart Contract Execution in High-Performance Blockchain Systems (Articles)

Amena Begum Farha, Abdullah Al-Mamun

Journal of Computer and Communications Vol.13 No.10, October 11, 2025

DOI: 10.4236/jcc.2025.1310003 60 Downloads 476 Views Citations
This article belongs to the Special Issue on Information Technology and Applications
Bilateral Autoimmune Multifocal Choroiditis Following COVID-19 Vaccination (Articles)

Osama S. Gad, Abdullah Al Marshood

Open Journal of Ophthalmology Vol.15 No.4, November 18, 2025

DOI: 10.4236/ojoph.2025.154029 44 Downloads 427 Views Citations
Beyond the Sandbox: Rethinking Fintech Regulatory Innovation in Kuwait through Comparative Analysis (Articles)

Misbau Alamu Lateef, Ammar Abdullah Alhammadi

Beijing Law Review Vol.16 No.4, December 1, 2025

DOI: 10.4236/blr.2025.164114 51 Downloads 329 Views Citations
Multimodal Digital Phenotyping for Bipolar Disorder: Robust Mood-State Classification and Early Relapse Risk Monitoring (Articles)

Rocco de Filippis, Abdullah Al Foysal

Open Access Library Journal Vol.12 No.12, December 23, 2025

DOI: 10.4236/oalib.1114600 40 Downloads 292 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
Early Alzheimer’s Disease Detection from Short Speech Samples Using Lightweight, Interpretable Linguistic Markers (Articles)

Rocco de Filippis, Abdullah Al Foysal

Open Access Library Journal Vol.12 No.12, December 25, 2025

DOI: 10.4236/oalib.1114599 43 Downloads 359 Views Citations
Cross-Population Transfer Learning for Antidepressant Treatment Response Prediction: A SHAP-Based Explainability Approach Using Synthetic Multi-Ethnic Data (Articles)

Rocco de Filippis, Abdullah Al Foysal

Open Access Library Journal Vol.13 No.1, January 14, 2026

DOI: 10.4236/oalib.1114445 55 Downloads 334 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
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 266 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

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