DITEN, SEA Lab, Università di Genova, Genova, Italy - Articles

Anxiety Disorders and Psychological Therapies: A Data-Driven Analysis of Treatment Efficacy and Accessibility (Articles)

Rocco de Filippis, Abdullah Al Foysal

Open Access Library Journal Vol.12 No.4, April 30, 2025

DOI: 10.4236/oalib.1113197 57 Downloads 536 Views Citations
AI-Driven Policy Testing for Mental Health Crisis Response: An Agent-Based Modelling and Reinforcement Learning Approach (Articles)

Rocco de Filippis, Abdullah Al Foysal

Open Access Library Journal Vol.12 No.6, June 9, 2025

DOI: 10.4236/oalib.1113507 52 Downloads 359 Views Citations
Explainable AI for Stratifying Drug-Related Fetal Risk in Pregnancy: A Model-Based Study (Articles)

Rocco de Filippis, Abdullah Al Foysal

Open Access Library Journal Vol.12 No.6, June 9, 2025

DOI: 10.4236/oalib.1113508 62 Downloads 369 Views Citations
AI-Powered NLP Framework for Extracting Drug Safety Information in Pregnancy (Articles)

Rocco de Filippis, Abdullah Al Foysal

Open Access Library Journal Vol.12 No.6, June 9, 2025

DOI: 10.4236/oalib.1113509 67 Downloads 437 Views Citations
Clinical Strategies for Managing Anticholinergic Toxicity in Overdose vs. Neuroleptic Malignant Syndrome: Diagnostic Challenges and Therapeutic Interventions (Articles)

Rocco de Filippis, Abdullah Al Foysal

Open Access Library Journal Vol.12 No.6, June 9, 2025

DOI: 10.4236/oalib.1113510 55 Downloads 407 Views Citations
Comparative Analysis of Anticholinergic Burden and Cognitive Decline in Elderly Patients on Long-Term Neuroleptic Therapy (Articles)

Rocco de Filippis, Abdullah Al Foysal

Open Access Library Journal Vol.12 No.6, June 9, 2025

DOI: 10.4236/oalib.1113511 41 Downloads 309 Views Citations
Deep Learning for Personalized Pharmacotherapy in Pregnant Women with Psychiatric Disorders (Articles)

Rocco de Filippis, Abdullah Al Foysal

Open Access Library Journal Vol.12 No.6, June 9, 2025

DOI: 10.4236/oalib.1113512 53 Downloads 322 Views Citations
AI-Driven Prediction of Drug Safety in Pregnancy: A Machine Learning Approach (Articles)

Rocco de Filippis, Abdullah Al Foysal

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

DOI: 10.4236/oalib.1113513 74 Downloads 550 Views Citations
Machine Learning for Identifying Overlap in Psychiatric and Neurological Drug Mechanisms (Articles)

Rocco de Filippis, Abdullah Al Foysal

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

DOI: 10.4236/oalib.1113514 32 Downloads 286 Views Citations
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 47 Downloads 373 Views Citations
Mechanisms and Risk Factors Linking Neuroleptic Malignant Syndrome (NMS) to Dopaminergic and Autonomic Dysfunction (Articles)

Rocco de Filippis, Abdullah Al Foysal

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

DOI: 10.4236/oalib.1113516 52 Downloads 362 Views Citations
Pharmacogenomic Approaches to Predicting Susceptibility to Neuroleptic Malignant Syndrome and Severe Anticholinergic Adverse Effects: A Multi-Modal Explainable AI Framework (Articles)

Rocco de Filippis, Abdullah Al Foysal

Open Access Library Journal Vol.12 No.6, June 23, 2025

DOI: 10.4236/oalib.1113517 57 Downloads 964 Views Citations
Predicting Treatment Response in Bipolar Disorder Using Biomarker Profiles and Machine Learning Models (Articles)

Rocco de Filippis, Abdullah Al Foysal

Open Access Library Journal Vol.12 No.8, August 18, 2025

DOI: 10.4236/oalib.1113871 43 Downloads 376 Views Citations
Federated Learning for Treatment Response Prediction in Bipolar Disorder: A Simulation-Based Institutional Study (Articles)

Rocco de Filippis, Abdullah Al Foysal

Open Access Library Journal Vol.12 No.8, August 18, 2025

DOI: 10.4236/oalib.1113954 27 Downloads 259 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 38 Downloads 303 Views Citations
Transformer-Based Models for Predicting Rapid Cycling in Bipolar Disorder: Integrative Analysis of Digital Phenotyping and Pharmacological Data (Articles)

Rocco de Filippis, Abdullah Al Foysal

Open Access Library Journal Vol.12 No.8, August 20, 2025

DOI: 10.4236/oalib.1113960 37 Downloads 214 Views Citations
Interpretable Machine Learning for Mood State Classification and Treatment Response Analysis Using Clinical and Biomarker Data (Articles)

Rocco de Filippis, Abdullah Al Foysal

Open Access Library Journal Vol.12 No.8, August 21, 2025

DOI: 10.4236/oalib.1113868 33 Downloads 265 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 46 Downloads 323 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 33 Downloads 284 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 43 Downloads 310 Views Citations

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