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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
48
Downloads
390
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
51
Downloads
402
Views
Citations
Cross-Institutional Generalization of Psychiatric AI Models: A Domain Adaptation and Robustness Framework for Multi-Site Clinical Deployment
(Articles)
Rocco de Filippis
,
Abdullah Al Foysal
Open Access Library Journal
Vol.13 No.5
, May 27, 2026
DOI:
10.4236/oalib.1115350
2
Downloads
27
Views
Citations
Deep Reinforcement Learning for Personalized Antidepressant Decision Support in Bipolar Spectrum Disorders: Simulated Randomized Trial Framework
(Articles)
Rocco de Filippis
,
Abdullah Al Foysal
Open Access Library Journal
Vol.13 No.5
, May 28, 2026
DOI:
10.4236/oalib.1115137
5
Downloads
28
Views
Citations
AI-Driven Prediction of Antidepressant-Induced Mood Switching in Bipolar Disorder: A Synthetic Proof-of-Concept Machine Learning Study Using Clinical, Temporal, and Biomarker Data
(Articles)
Rocco de Filippis
,
Abdullah Al Foysal
Open Access Library Journal
Vol.13 No.5
, May 29, 2026
DOI:
10.4236/oalib.1115142
5
Downloads
49
Views
Citations
Deep Learning-Based Neuroimaging Biomarkers for Antidepressant Decision-Making in Bipolar Depression: A Multimodal fMRI and EEG Study
(Articles)
Rocco de Filippis
,
Abdullah Al Foysal
Open Access Library Journal
Vol.13 No.5
, May 29, 2026
DOI:
10.4236/oalib.1115136
6
Downloads
47
Views
Citations
Deep Learning Analysis of Speech and Language Patterns in Acute Psychiatric Emergencies: A Synthetic Proof-of-Concept Study for a Multimodal NLP Decision Support Framework
(Articles)
Rocco de Filippis
,
Abdullah Al Foysal
Open Access Library Journal
Vol.13 No.5
, May 29, 2026
DOI:
10.4236/oalib.1115187
8
Downloads
54
Views
Citations
Applications of a new In vivo tumor spheroid based shell-less chorioallantoic membrane 3-D model in bioengineering research
(Articles)
Nzola De Magalhães
,
Lih-Huei L. Liaw
,
Michael Berns
,
Vittorio Cristini
,
Zhongping Chen
,
Dwayne Stupack
,
John Lowengrub
Journal of Biomedical Science and Engineering
Vol.3 No.1
, January 12, 2010
DOI:
10.4236/jbise.2010.31003
5,519
Downloads
10,689
Views
Citations
Feature Extraction and Diagnosis System Using Virtual Instrument Based on CI
(Articles)
Renping Shao
,
Xinna Huang
,
Yonglong Li
Journal of Software Engineering and Applications
Vol.3 No.2
, March 2, 2010
DOI:
10.4236/jsea.2010.32022
6,764
Downloads
12,585
Views
Citations
Melody Generator: A Device for Algorithmic Music Construction
(Articles)
Dirk-Jan Povel
Journal of Software Engineering and Applications
Vol.3 No.7
, July 23, 2010
DOI:
10.4236/jsea.2010.37078
12,110
Downloads
25,171
Views
Citations
Using granger-geweke causality model to evaluate the effective connectivity of primary motor cortex, supplementary motor area and cerebellum
(Articles)
Le Zhang
,
Guangjin Zhong
,
Yukun Wu
,
Mark G. Vangel
,
Beini Jiang
,
Jian Kong
Journal of Biomedical Science and Engineering
Vol.3 No.9
, September 29, 2010
DOI:
10.4236/jbise.2010.39115
5,609
Downloads
10,651
Views
Citations
Incorporating AOSD to Enhance Model Driven Architecture
(Articles)
Yashwant Singh
,
Manu Sood
,
Tarun Gupta
,
Atish Thakur
Journal of Software Engineering and Applications
Vol.4 No.1
, January 27, 2011
DOI:
10.4236/jsea.2011.41003
5,182
Downloads
9,694
Views
Citations
CFD evaluation of thermal convection inside the DACON convection sensor in actual space flight
(Articles)
Pradyumna Ghosh
,
M. K. Ghosh
Natural Science
Vol.3 No.6
, June 22, 2011
DOI:
10.4236/ns.2011.36057
6,166
Downloads
11,052
Views
Citations
Finite Step Conjugate Gradients Methods for the Solution of an Impedance Operator Equation Arising in Electromagnetics
(Articles)
Haifa belhadj
,
Taoufik Aguili
Journal of Electromagnetic Analysis and Applications
Vol.3 No.10
, October 24, 2011
DOI:
10.4236/jemaa.2011.310066
4,528
Downloads
7,626
Views
Citations
Selective Recognition and Detection of L-Aspartic Acid by Molecularly Imprinted Polymer in Aqueous Solution
(Articles)
Nazia Tarannum
,
Meenakshi Singh
American Journal of Analytical Chemistry
Vol.2 No.8
, December 8, 2011
DOI:
10.4236/ajac.2011.28105
5,740
Downloads
10,416
Views
Citations
Simulation of CO
2
and H
2
S Removal Using Methanol in Hollow Fiber Membrane Gas Absorber (HFMGA)
(Articles)
Majid Mahdavian
,
Hossein Atashi
,
Morteza Zivdar
,
Mahmood Mousavi
Advances in Chemical Engineering and Science
Vol.2 No.1
, December 31, 2011
DOI:
10.4236/aces.2012.21007
8,449
Downloads
16,933
Views
Citations
Spatial orientation during eyes closed versus open in the dark: Are they the same?
(Articles)
Raymond K. Y. Chong
,
Ben Gibson
,
Scott Horton
,
April Lee
,
Jordan Mellinger
,
Kyoung-Hyun Lee
World Journal of Neuroscience
Vol.2 No.2
, May 29, 2012
DOI:
10.4236/wjns.2012.22018
5,889
Downloads
12,197
Views
Citations
TUP: A New eCK-Secure AKE Protocol under the CDH Assumption
(Articles)
Qinglei Zhou
,
Zengfu Yang
International Journal of Communications, Network and System Sciences
Vol.5 No.6
, June 12, 2012
DOI:
10.4236/ijcns.2012.56043
3,656
Downloads
6,474
Views
Citations
An Analysis of Heat Explosion for Thermally Insulated and Conducting Systems
(Articles)
Irina Viktorova
,
Michael Scruggs
,
Ian Zeller
,
Kyle Fairchild
Applied Mathematics
Vol.3 No.6
, June 21, 2012
DOI:
10.4236/am.2012.36081
3,983
Downloads
6,450
Views
Citations
Interactive Visualization System of Taylor Vortex Flow Using Stokes' Stream Function
(Articles)
Hiroyuki Furukawa
World Journal of Mechanics
Vol.2 No.4
, August 6, 2012
DOI:
10.4236/wjm.2012.24023
5,437
Downloads
8,395
Views
Citations
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