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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 91 Downloads 758 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 74 Downloads 736 Views Citations
Citrobacter koseri Infective Endocarditis in an Immunocompetent Male Successfully Treated with Valve Replacement and a Shortened-Course of Antimicrobial Therapy: A Case Report (Articles)

Mark Krister T. Mejia, John S. Delgado, Ivan N. Villespin

Advances in Infectious Diseases Vol.15 No.2, June 24, 2025

DOI: 10.4236/aid.2025.152028 69 Downloads 532 Views Citations
A Full Width at Half Maximum (FWHM) Based Approach to Treatment Planning System Validation for Precise Stereotactic Radiotherapy (Articles)

Nicolas J. Rovetto, Lethukuthula N. Ntombela, Lerato Mohlafase, Gezani Isaac Shivambu

Open Access Library Journal Vol.12 No.8, August 6, 2025

DOI: 10.4236/oalib.1113866 41 Downloads 423 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
Novel HPLC Technique for Determining NO₂-N and NO₃-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 755 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 786 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 235 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 207 Downloads 3,706 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
Clean Coal & High Carbon Efficiency Energy Engineering (Articles)

Stefan Petters, Kalvin Tse

Journal of Power and Energy Engineering Vol.3 No.4, April 15, 2015

DOI: 10.4236/jpee.2015.34047 6,482 Downloads 7,560 Views Citations
Managing Patent Portfolios—Lean IP Management versus Discount IP Management or Better Few Diamonds than Tons of Coal? (Articles)

Michael Barth, Oliver Baldus

American Journal of Industrial and Business Management Vol.9 No.10, October 15, 2019

DOI: 10.4236/ajibm.2019.910123 889 Downloads 2,153 Views Citations
Creative Digital Arts Education: Exploring Art, Human Ecology, and New Media Education through the Lens of Human Rights (Articles)

Joanna Black, Orest Cap

Open Journal of Social Sciences Vol.4 No.7, July 30, 2016

DOI: 10.4236/jss.2016.47034 2,017 Downloads 4,188 Views Citations
Selenium Content and Antioxidant Potential of Some Edible Wild Mushrooms from Bandundu Area, DR Congo (Articles)

Marina Kisuba Kabuyi, Paulin Mutwale Kapepula, Jimmy Kabeya Kabengele, Bénédicte Moni, Gisèle Makengo, Patricia Mbombo Mungitshi, Adam Tujibikila Mukuta, Clement Mbadiko Mutunda, Simon Dibaluka Mpulusu, Jean Paul Koto-Te-Nyiwa Ngbolua, Nadège Ngombe Kabamba, Théophile Mbemba Fundu

Natural Resources Vol.8 No.2, February 20, 2017

DOI: 10.4236/nr.2017.82008 1,823 Downloads 3,971 Views Citations

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