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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 414 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 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 53 Views Citations
Sprouting Wings in the Hyper-Colonial: High-Octane Desire and Youth-Targeted Market Predation (Articles)

Mark B. Borg

Psychology Vol.1 No.4, November 18, 2010

DOI: 10.4236/psych.2010.14040 6,676 Downloads 10,770 Views Citations
Adoption and Use of Household Microgeneration Heat Technologies (Articles)

Sally Caird, Robin Roy

Low Carbon Economy Vol.1 No.2, January 18, 2011

DOI: 10.4236/lce.2010.12008 7,086 Downloads 13,154 Views Citations
Evolving Green Aviation Transport System: A Hoilistic Approah to Sustainable Green Market Development (Articles)

A. N. Sarkar

American Journal of Climate Change Vol.1 No.3, September 20, 2012

DOI: 10.4236/ajcc.2012.13014 19,108 Downloads 32,669 Views Citations
Retail Pricing under Contract Self-Selection: An Empirical Exploration (Articles)

Yuanfang Lin, Lianhua Li

Technology and Investment Vol.4 No.1B, January 17, 2013

DOI: 10.4236/ti.2013.41B007 3,614 Downloads 5,521 Views Citations
Attitude and Needs of Thai People in Selecting Domestic Low-Cost Airlines (Articles)

Sittichai Charoensettasilp, Chong Wu

American Journal of Industrial and Business Management Vol.3 No.2, April 23, 2013

DOI: 10.4236/ajibm.2013.32023 7,494 Downloads 12,644 Views Citations
Research on the Tourism Effect and Marketing Strategy of Convention & Exposition Industry: A Case Study of Shenzhen City of China (Articles)

Rong Wu, Mu Zhang

Journal of Service Science and Management Vol.6 No.2, June 10, 2013

DOI: 10.4236/jssm.2013.62015 9,933 Downloads 14,881 Views Citations
Winning Consumers through Experience: Competition between Domestic and International Businesses (Articles)

Yan Liu, Dahai Dong

American Journal of Industrial and Business Management Vol.3 No.3, July 5, 2013

DOI: 10.4236/ajibm.2013.33040 5,351 Downloads 8,512 Views Citations
R&D-Marketing Integration and Performance—Evidence Provided by Agricultural Science and Technology Enterprises (Articles)

Qiong Yao, Meisi Xu, Hua Song, Wenfang Jiang, Yong Zhang

Journal of Service Science and Management Vol.7 No.1, February 7, 2014

DOI: 10.4236/jssm.2014.71003 15,141 Downloads 19,165 Views Citations

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