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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
36
Downloads
379
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
61
Downloads
511
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
42
Downloads
308
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
40
Downloads
372
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
57
Downloads
465
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
46
Downloads
415
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
49
Downloads
442
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
479
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
51
Downloads
435
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
52
Downloads
447
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
366
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
35
Downloads
262
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
50
Downloads
411
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
57
Downloads
384
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
48
Downloads
324
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
63
Downloads
590
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
52
Downloads
491
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
282
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
45
Downloads
303
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
337
Views
Citations
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