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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
Novel HPLC Technique for Determining NO
2
-N and NO
3
-N Levels in Water as an Alternative to SKALAR Cadmium Reduction Method
(Articles)
Yahya Ali Ibrahim AlOudah
Journal of Analytical Sciences, Methods and Instrumentation
Vol.15 No.2
, June 30, 2025
DOI:
10.4236/jasmi.2025.152002
108
Downloads
529
Views
Citations
Total Neoadjuvant Treatment in Locally Advanced Rectal Cancer: A Comparative Study of PRODIGE 23 versus RAPIDO Protocols
(Articles)
Ouiame El Meliani
,
Kaoutar Maadin
,
Najlae Demnati Sadki
,
Mohamed Tariq Saoudi
,
Hind Majd
,
Lamiae Amaadour
,
Karima Oualla
,
Zineb Benbrahim
,
Samia Arifi
,
Nawfel Mellas
Journal of Cancer Therapy
Vol.16 No.9
, September 18, 2025
DOI:
10.4236/jct.2025.169024
79
Downloads
758
Views
Citations
Tracking Antimicrobial Resistance in Environmental Waters: Risks, Routes, and Regulatory Needs
(Articles)
Komal Kaur
,
Angela Hodges
,
Samina Akbar
Advances in Microbiology
Vol.15 No.9
, September 26, 2025
DOI:
10.4236/aim.2025.159036
94
Downloads
790
Views
Citations
Services on Academic Achievement: A Robust Estimation Using Bayesian Additive Regression Trees
(Articles)
Yuntian Zuo
Open Journal of Statistics
Vol.15 No.6
, November 27, 2025
DOI:
10.4236/ojs.2025.156024
69
Downloads
424
Views
Citations
Autonomous Smart Device for Managing Irrigation, Fertilization, Diagnosis, and Treatment of Plants in Urban Agriculture
(Articles)
Mamour Gueye
,
Ababacar Sadikh Faye
,
Jupiter Ndiaye
,
Mame Andallah Diop
,
Youssou Traore
,
Oumar Diallo
,
Ousmane Sow
,
Mamadou Wade
Open Journal of Applied Sciences
Vol.15 No.12
, December 18, 2025
DOI:
10.4236/ojapps.2025.1512256
55
Downloads
388
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
34
Downloads
236
Views
Citations
Persistent
Borrelia
Infection in Chronic Lyme Disease: A Review of the Medical Literature
(Articles)
Raphael B. Stricker
,
Melissa C. Fesler
,
Lorraine Johnson
Advances in Infectious Diseases
Vol.16 No.1
, January 26, 2026
DOI:
10.4236/aid.2026.161005
208
Downloads
3,712
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
52
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
Pinched Material Einstein Space-Time Produces Accelerated Cosmic Expansion
(Articles)
M. S. El Naschie
International Journal of Astronomy and Astrophysics
Vol.4 No.1
, March 7, 2014
DOI:
10.4236/ijaa.2014.41009
12,575
Downloads
16,372
Views
Citations
On the Physics inside a Closed, Static, Rotating Einsteinian Hypersphere in Due Consideration of the Galaxy
(Articles)
Ernst Karl Kunst
Natural Science
Vol.6 No.11
, July 31, 2014
DOI:
10.4236/ns.2014.611087
3,828
Downloads
5,527
Views
Citations
The Principles of Causal Conspiracy
(Articles)
Michael M. Anthony
Journal of Quantum Information Science
Vol.4 No.3
, September 22, 2014
DOI:
10.4236/jqis.2014.43016
3,310
Downloads
5,154
Views
Citations
Interpreting the Shortwave Infrared & Thermal Infrared Regions of Remote Sensed Electromagnetic Spectrum with Application for Mineral-Deposits Exploration
(Articles)
Yu-Jun Zhang
,
Fo-Jun Yao
Journal of Applied Mathematics and Physics
Vol.3 No.2
, January 30, 2015
DOI:
10.4236/jamp.2015.32037
4,664
Downloads
6,158
Views
Citations
Synthesis and Investigation of the Activity of Cu-Cr-Co/Al
2
O
3
/Al-Catalysts in the Microwave Radiation-Stimulated Reaction Joint Deep Oxidation of Hydrocarbons and Carbon Monoxide
(Articles)
Peri A. Muradova
,
Yuriy N. Litvishkov
Modern Research in Catalysis
Vol.5 No.1
, January 13, 2016
DOI:
10.4236/mrc.2016.51002
3,527
Downloads
4,741
Views
Citations
NASA’s EM Drive Thrust from the Forces of the Quantum Vacuum of Spacetime
(Articles)
Mohamed S. El Naschie
Advances in Aerospace Science and Technology
Vol.3 No.1
, March 15, 2018
DOI:
10.4236/aast.2018.31001
6,545
Downloads
9,297
Views
Citations
X-Ray Powder Diffraction: Why Not Use CuKβ Radiation?
(Articles)
Hans Hermann Otto
Journal of Analytical Sciences, Methods and Instrumentation
Vol.8 No.3
, September 12, 2018
DOI:
10.4236/jasmi.2018.83004
1,738
Downloads
6,375
Views
Citations
Matter Reactors
(Articles)
Rami Rom
Journal of High Energy Physics, Gravitation and Cosmology
Vol.9 No.2
, April 7, 2023
DOI:
10.4236/jhepgc.2023.92033
183
Downloads
700
Views
Citations
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