Institute of Ortofonologia IdO, Rome, Italy - Articles

Decoding Emotions: How AI and Machine Learning Unravel the Human Psyche (Articles)

Rocco de Filippis, Abdullah Al Foysal

Voice of the Publisher Vol.10 No.4，December 10, 2024

DOI: 10.4236/vp.2024.104030 75 Downloads 644 Views Citations
Using Deep Learning to Predict QT Prolongation in ICU Patients on Antipsychotic Therapy: A Case Study (Articles)

Rocco de Filippis, Abdullah Al Foysal

Open Access Library Journal Vol.12 No.1，January 21, 2025

DOI: 10.4236/oalib.1112748 24 Downloads 180 Views Citations
Enhanced Predictive Modelling for Delirium in Intensive Care Using Simplified Deep Learning Architecture with Attention Mechanism (Articles)

Rocco de Filippis, Abdullah Al Foysal

Open Access Library Journal Vol.12 No.1，January 23, 2025

DOI: 10.4236/oalib.1112745 46 Downloads 271 Views Citations
AI-Driven Early Warning and Risk Management System for Delirium in ICU Patients (Articles)

Rocco de Filippis, Abdullah Al Foysal

Open Access Library Journal Vol.12 No.1，January 23, 2025

DOI: 10.4236/oalib.1112746 35 Downloads 290 Views Citations
AI-Assisted Case Study of Delirium in ICU Patients: Predictive Analysis, Monitoring, and Interventions (Articles)

Rocco de Filippis, Abdullah Al Foysal

Open Access Library Journal Vol.12 No.1，January 23, 2025

DOI: 10.4236/oalib.1112747 25 Downloads 216 Views Citations
Machine Learning-Guided Intervention in Excited Delirium Syndrome: A Case Report of Multimodal AI Integration (Articles)

Rocco de Filippis, Abdullah Al Foysal

Open Access Library Journal Vol.12 No.1，January 30, 2025

DOI: 10.4236/oalib.1112749 18 Downloads 132 Views Citations
Advanced Machine Learning Models for Gender-Specific Antidepressant Response Prediction: Overcoming Data Imbalance for Precision Psychiatry (Articles)

Rocco de Filippis, Abdullah Al Foysal

Open Access Library Journal Vol.12 No.2，February 17, 2025

DOI: 10.4236/oalib.1112895 27 Downloads 170 Views Citations
Cost-Optimized and Efficacy-Driven Analysis of Antidepressants in Major Depressive Disorder: A Machine Learning and Visualization Approach (Articles)

Rocco de Filippis, Abdullah Al Foysal

Open Access Library Journal Vol.12 No.2，February 17, 2025

DOI: 10.4236/oalib.1112896 24 Downloads 180 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 41 Downloads 348 Views Citations
Case Report: Beneficial Effect of Quetiapine Monotherapy in Bipolar Depression with Comorbid Obsessive-Compulsive Disorder (OCD) (Articles)

Rocco de Filippis, Abdullah Al Foysal

Open Access Library Journal Vol.12 No.2，February 19, 2025

DOI: 10.4236/oalib.1112898 32 Downloads 259 Views Citations
A Machine Learning Approach to Predicting Treatment Outcomes in Bipolar Depression with OCD Comorbidity (Articles)

Rocco de Filippis, Abdullah Al Foysal

Open Access Library Journal Vol.12 No.2，February 28, 2025

DOI: 10.4236/oalib.1112894 33 Downloads 292 Views Citations
Machine Learning-Based Detection of Human Metapneumovirus (HMPV) Using Clinical Data (Articles)

Rocco de Filippis, Abdullah Al Foysal

Open Access Library Journal Vol.12 No.4，April 10, 2025

DOI: 10.4236/oalib.1113193 38 Downloads 274 Views Citations
The Impact of Machine Learning in Identifying Migraine Types: A Data-Driven Approach (Articles)

Rocco de Filippis, Abdullah Al Foysal

Open Access Library Journal Vol.12 No.4，April 17, 2025

DOI: 10.4236/oalib.1113195 32 Downloads 205 Views Citations
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 63 Downloads 397 Views Citations
Associations between Music Listening Habits and Mental Health: A Cross-Sectional Analysis (Articles)

Rocco de Filippis, Abdullah Al Foysal

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

DOI: 10.4236/oalib.1113196 41 Downloads 411 Views Citations
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 24 Downloads 155 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 15 Downloads 91 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 26 Downloads 130 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 16 Downloads 105 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 9 Downloads 87 Views Citations

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