Antidepressant Response Prediction - Articles - Scientific Research Publishing

Advanced Machine Learning Models for Gender-Specific Antidepressant Response Prediction: Overcoming Data Imbalance for Precision Psychiatry (Articles)

Rocco de Filippis, Abdullah Al Foysal

Open Access Library Journal Vol.12 No.2, February 17, 2025

DOI: 10.4236/oalib.1112895 74 Downloads 470 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 54 Downloads 303 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 53 Downloads 372 Views Citations
A Predictive Model for Pathologic Complete Response in Breast Cancer Patients Treated with Neoadjuvant Chemotherapy Using Machine Learning (Articles)

Isaac Kim, Kwanbum Lee, Seung Ah Lee, Yeon Hee Park, Seung Ki Kim

Advances in Breast Cancer Research Vol.10 No.4, August 26, 2021

DOI: 10.4236/abcr.2021.104012 401 Downloads 1,806 Views Citations
Associations between the Use of Antidepressants and Other Medications (Articles)

Ray M. Merrill, Arielle A. Sloan

Open Journal of Depression Vol.3 No.1, February 28, 2014

DOI: 10.4236/ojd.2014.31007 3,965 Downloads 7,093 Views Citations
Research Progress on Efficacy Prediction of Radioiodine Therapy in Differentiated Thyroid Cancer (Articles)

Zhiyue Tang, Hua Pang

Journal of Biosciences and Medicines Vol.14 No.4, April 30, 2026

DOI: 10.4236/jbm.2026.144029 3 Downloads 31 Views Citations
Misunderstanding of a New Approach to Drug-Placebo Difference Calculation in Short Term Antidepressant-Drug Trials (Articles)

Yanning Liu

Open Journal of Statistics Vol.5 No.2, April 20, 2015

DOI: 10.4236/ojs.2015.52014 2,612 Downloads 3,657 Views Citations
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 33 Downloads 300 Views Citations
Modeling Incident Duration Using Lasso and Ridge Regressions (Articles)

Zhubin Najafi, Hualiang Teng

Journal of Transportation Technologies Vol.16 No.1, December 8, 2025

DOI: 10.4236/jtts.2026.161004 54 Downloads 256 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 45 Downloads 247 Views Citations
The Antidepressant-Like Effects of Punica granatum (Pomegranate) Extract in Mice (Articles)

Mahsa Hadipour Jahromy, Shahrzad Khakpour, Zhinoos Khorgami

Chinese Medicine Vol.5 No.1, March 11, 2014

DOI: 10.4236/cm.2014.51001 4,306 Downloads 7,813 Views Citations
Affective Disorders and Antidepressant Drugs (Articles)

Marc Fakhoury

Open Access Library Journal Vol.1 No.5, August 28, 2014

DOI: 10.4236/oalib.1100597 1,858 Downloads 3,118 Views Citations
Anticonvulsant, Sedative and Antidepressant Effects of Aqueous Extract of Costus afer Stems in Mice (Articles)

Bassoueka D’Avila Judicaël, Peneme Bonaventure Max Lazard, Ondele Radar, Ahoudi Jered, Abena Ange Antoine

Journal of Biosciences and Medicines Vol.10 No.12, December 7, 2022

DOI: 10.4236/jbm.2022.1012003 195 Downloads 956 Views Citations
Predicting Bipolar Disorder Treatment Outcomes with Machine Learning: A Comprehensive Evaluation of Random Forest, Gradient Boosting, and Ensemble Approaches (Articles)

Rocco de Filippis, Abdullah Al Foysal

Open Access Library Journal Vol.12 No.2, February 19, 2025

DOI: 10.4236/oalib.1112897 88 Downloads 724 Views Citations
A Machine Learning Approach to Predicting Treatment Outcomes in Bipolar Depression with OCD Comorbidity (Articles)

Rocco de Filippis, Abdullah Al Foysal

Open Access Library Journal Vol.12 No.2, February 28, 2025

DOI: 10.4236/oalib.1112894 73 Downloads 709 Views Citations
Rapid HPLC Method for Monitoring Relevant Residues of Pharmaceuticals Products in Environmental Samples (Articles)

Juana Rodríguez Flores, Ana Maria Contento Salcedo, Lorena Muñoz Fernández

American Journal of Analytical Chemistry Vol.2 No.1, February 25, 2011

DOI: 10.4236/ajac.2011.21003 7,207 Downloads 13,986 Views Citations
Navigating the Nomenclature of a Purported “Dietary Supplement”: A Cautionary Tale for Consumers and Practitioners Regarding Tianeptine or “Gas Station Heroin” (Articles)

Keith R. Martin

Health Vol.15 No.12, December 26, 2023

DOI: 10.4236/health.2023.1512087 239 Downloads 902 Views Citations
Interaction between Gut Microbiota and Medicinal Food Homology in Depression (Articles)

Tian Yu

Journal of Biosciences and Medicines Vol.12 No.11, November 13, 2024

DOI: 10.4236/jbm.2024.1211016 84 Downloads 581 Views Citations
Predicting Treatment Response in Bipolar Disorder Using Biomarker Profiles and Machine Learning Models (Articles)

Rocco de Filippis, Abdullah Al Foysal

Open Access Library Journal Vol.12 No.8, August 18, 2025

DOI: 10.4236/oalib.1113871 46 Downloads 427 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 38 Downloads 326 Views Citations

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