Jane de Almeida - Articles - Scientific Research Publishing

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 31 Downloads 202 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 26 Downloads 207 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 51 Downloads 398 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 35 Downloads 303 Views Citations
Area Skewness for Random Samples Drawn from an Unknown or Specified Distribution (Articles)

José Moral de la Rubia

Open Journal of Statistics Vol.15 No.1，February 25, 2025

DOI: 10.4236/ojs.2025.151007 58 Downloads 267 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 333 Views Citations
Concomitant Right Coronary Artery, Aortic and Pulmonary Artery Dissection after Coronary Catheterization and Fractional Flow Reserve Measurement (Articles)

Michael Favoreel, Herbert De Praetere, Michiel Marynissen

Case Reports in Clinical Medicine Vol.14 No.3，March 13, 2025

DOI: 10.4236/crcm.2025.143015 36 Downloads 190 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 40 Downloads 315 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 38 Downloads 265 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 79 Downloads 515 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 59 Downloads 637 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 28 Downloads 206 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 17 Downloads 134 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 29 Downloads 175 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 24 Downloads 170 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 20 Downloads 140 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 13 Downloads 114 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 17 Downloads 133 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 23 Downloads 149 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 9 Downloads 91 Views Citations

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