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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
22
Downloads
153
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
30
Downloads
196
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
25
Downloads
200
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
44
Downloads
376
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
294
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
326
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
304
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
37
Downloads
245
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
71
Downloads
470
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
50
Downloads
553
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
27
Downloads
189
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
124
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
27
Downloads
156
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
23
Downloads
152
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
19
Downloads
133
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
12
Downloads
104
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
126
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
21
Downloads
131
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
80
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
22
Downloads
128
Views
Citations
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