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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 55 Downloads 412 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 48 Downloads 389 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 401 Views Citations
Integrating GBD-Based Burden Assessment with AI-Driven Surveillance: A Comprehensive Framework for Multiple Infectious Disease Control and Policy Optimization (Articles)

Ruiqi Huo

Journal of Biosciences and Medicines Vol.13 No.11, November 28, 2025

DOI: 10.4236/jbm.2025.1311037 37 Downloads 303 Views Citations
Emergent Gravity from Quantum Error Correction: Entanglement, Informational Nonequilibrium, and Experimental Signatures (Articles)

Sung Joon Pak, Donghee Shin

Open Access Library Journal Vol.13 No.4, April 22, 2026

DOI: 10.4236/oalib.1115240 9 Downloads 113 Views Citations
Research on the Green Transformation Path of “Specialized, Sophisticated, Distinctive and Innovative” Enterprises in Yantai Driven by “Precision Carbon Chain Innovation” —A Case Study of Wanhua Chemical (Articles)

Xinjie Kang, Chongmei Wang, Songting Qin, Rui Shi, Zhijie Zhang, Yingzi Wang

Open Journal of Social Sciences Vol.14 No.4, April 30, 2026

DOI: 10.4236/jss.2026.144045 13 Downloads 135 Views Citations
Hybrid Mechanistic-Machine Learning Models of Neurotransmitter Dynamics: Integrating Biological Knowledge with Deep Learning for Drug Response Prediction and Disease Mechanism Discovery (Articles)

Rocco de Filippis, Abdullah Al Foysal

Open Access Library Journal Vol.13 No.5, May 27, 2026

DOI: 10.4236/oalib.1115351 5 Downloads 38 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 48 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 46 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 7 Downloads 52 Views Citations
Evaluation of Rainwater Harvesting Methods and Structures Using Analytical Hierarchy Process for a Large Scale Industrial Area (Articles)

V. JOTHIPRAKASH, Mandar V. SATHE

Journal of Water Resource and Protection Vol.1 No.6, December 23, 2009

DOI: 10.4236/jwarp.2009.16052 16,624 Downloads 28,429 Views Citations
Research on Torque-Angle Characteristic of Large Gap Magnetic Drive System (Articles)

Yan XU, Jianping TAN, Yunlong LIU, Zhongyan ZHU

Journal of Electromagnetic Analysis and Applications Vol.2 No.1, January 28, 2010

DOI: 10.4236/jemaa.2010.21004 5,406 Downloads 10,412 Views Citations
A Tabu Search Algorithm for Fast Restoration of Large Area Breakdown in Distribution Systems (Articles)

Jian LIU, Hongli CHENG, Xiaojun SHI, Jingqiu XU

Energy and Power Engineering Vol.2 No.1, March 1, 2010

DOI: 10.4236/epe.2010.21001 4,732 Downloads 8,371 Views Citations
Insulation State On-line Monitoring and Running Management of Large Generator (Articles)

Qiudong Sun, Zhengxin Zhou, Weiqin Guo

Energy and Power Engineering Vol.2 No.3, August 25, 2010

DOI: 10.4236/epe.2010.23030 5,254 Downloads 9,993 Views Citations
Shallow Axi-symmetric Bimetallic Shell as a Switching Element in a Non-Homogenous Temperature Field (Articles)

Marko Jakomin

Engineering Vol.3 No.2, March 18, 2011

DOI: 10.4236/eng.2011.32015 4,408 Downloads 8,572 Views Citations
A New Descent Nonlinear Conjugate Gradient Method for Unconstrained Optimization (Articles)

Hao Fan, Zhibin Zhu, Anwa Zhou

Applied Mathematics Vol.2 No.9, September 19, 2011

DOI: 10.4236/am.2011.29154 5,794 Downloads 11,671 Views Citations
A Precise Asymptotic Behaviour of the Large Deviation Probabilities for Weighted Sums (Articles)

Gooty Divanji, Kokkada Vidyalaxmi

Applied Mathematics Vol.2 No.9, September 19, 2011

DOI: 10.4236/am.2011.29163 3,939 Downloads 7,273 Views Citations
Hydrological Modeling of Large Drainage Basins Using a GIS-based Hybrid Atmospheric and Terrestrial Water Balance (HATWAB) Model (Articles)

Berhanu F. Alemaw

Journal of Water Resource and Protection Vol.4 No.7, June 18, 2012

DOI: 10.4236/jwarp.2012.47060 5,681 Downloads 9,936 Views Citations

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