bipolar Disorder - Articles - Scientific Research Publishing

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
Platelet’s Fatty Acids and Differential Diagnosis of Major Depression and Bipolar Disorder through the Use of an Unsupervised Competitive-Learning Network Algorithm (SOM) (Articles)

Serena Benedetti, Sabina Bucciarelli, Franco Canestrari, Simona Catalani, Silvia Mandolini, Valerio Marconi, Anna Rita Mastrogiacomo, Raffaella Silvestri, Maria Chiara Tagliamonte, Raimondo Venanzini, Giuseppe Caramia, Fabio Gabrielli, Lucio Tonello, Massimo Cocchi

Open Journal of Depression Vol.3 No.2, May 22, 2014

DOI: 10.4236/ojd.2014.32011 5,075 Downloads 8,238 Views Citations
Hypersynchronic Mental Automatisms: An Innovative Psychiatric Hypothesis Reaffirming Its Validity for Fifteen Years (Articles)

Javier Alvarez-Rodriguez

Health Vol.7 No.1, January 13, 2015

DOI: 10.4236/health.2015.71006 5,897 Downloads 9,623 Views Citations
This article belongs to the Special Issue on Advances in Mental Illness Research
Hyperactivity and Abnormal Exploratory Activity Developing in CD-1 Male Mice under Chronic Experience of Aggression and Social Defeats (Articles)

Irina L. Kovalenko, Anna G. Galyamina, Dmitry A. Smagin, Natalia N. Kudryavtseva

Journal of Behavioral and Brain Science Vol.5 No.11, October 12, 2015

DOI: 10.4236/jbbs.2015.511046 4,332 Downloads 5,823 Views Citations
Connection between the Linoleic Acid and Psychopathology: A Symmetry-Breaking Phenomenon in the Brain? (Articles)

Massimo Cocchi, Chiara Minuto, Lucio Tonello, Jack A. Tuszynski

Open Journal of Depression Vol.4 No.4, November 2, 2015

DOI: 10.4236/ojd.2015.44005 3,825 Downloads 5,807 Views Citations
Improved Visualization of the Anterior Thalamic Radiation in Bipolar Disorder by Diffusion Tensor Tractography (Articles)

Richi Niida, Akihiko Uechi, Akira Niida, Hiroshi Matsuda, Bun Yamagata, Masaru Mimura

Case Reports in Clinical Medicine Vol.7 No.9, September 14, 2018

DOI: 10.4236/crcm.2018.79044 879 Downloads 2,281 Views Citations
Comparative Study on the Use of Long-Acting Injectable Antipsychotics in Three Different Psychiatric Treatment Facilities in Saskatchewan, Canada (Articles)

Olajide O. Adelugba, Inam U. Haq, Mansfield Mela, Deqiang Gu, Olubankole Obikoya, Laura Garratt

Open Access Library Journal Vol.7 No.8, August 7, 2020

DOI: 10.4236/oalib.1106530 699 Downloads 1,987 Views Citations
More than One I—The Healing of a Patient with Bipolar Disorder with Integrative Psychiatry (Articles)

Kamla Nannan Panday-Jhingoeri, Joop T. V. M. de Jong

Sociology Mind Vol.12 No.4, October 11, 2022

DOI: 10.4236/sm.2022.124010 313 Downloads 3,225 Views Citations
Aripiprazole and Cariprazine for Bipolar Disorder? (Articles)

John R. Rossiter

Open Journal of Medical Psychology Vol.11 No.4, October 13, 2022

DOI: 10.4236/ojmp.2022.114019 333 Downloads 2,985 Views Citations
Three-Drug Therapies in Psychiatry in the Light of the Maximum Ordinality Principle and the Explicit Solution to the “Three-Body Problem”
—D.D. 23 Luglio 2023, Tempo Ordinario (3.00 e 10.20) (Articles)

Corrado Giannantoni

Journal of Applied Mathematics and Physics Vol.11 No.8, August 17, 2023

DOI: 10.4236/jamp.2023.118147 180 Downloads 780 Views Citations
How Does Glycine/GABA Inhibition Exacerbate the Vicious Correlative Cycle of Sleep Paralysis and Bipolar Disorder Mania? (Articles)

Nayiri Barton

Open Journal of Medical Psychology Vol.14 No.2, April 25, 2025

DOI: 10.4236/ojmp.2025.142008 116 Downloads 1,512 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 323 Views Citations
Multimodal Digital Phenotyping for Bipolar Disorder: Robust Mood-State Classification and Early Relapse Risk Monitoring (Articles)

Rocco de Filippis, Abdullah Al Foysal

Open Access Library Journal Vol.12 No.12, December 23, 2025

DOI: 10.4236/oalib.1114600 40 Downloads 292 Views Citations
Reinforcement Learning Based Optimization of Sleep Mood Circadian Dynamics in Bipolar Disorder: A Simulation Study (Articles)

Rocco de Filippis, Abdullah Al Foysal

Open Access Library Journal Vol.13 No.3, March 16, 2026

DOI: 10.4236/oalib.1114926 44 Downloads 245 Views Citations
Machine Learning Models for Predicting Antidepressant-Induced Mania in Bipolar Disorder: A Synthetic Proof-of-Concept Simulation Study (Articles)

Rocco de Filippis, Abdullah Al Foysal

Open Access Library Journal Vol.13 No.5, May 29, 2026

DOI: 10.4236/oalib.1115140 50 Downloads 289 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
Transformer-Based Models for Predicting Rapid Cycling in Bipolar Disorder: Integrative Analysis of Digital Phenotyping and Pharmacological Data (Articles)

Rocco de Filippis, Abdullah Al Foysal

Open Access Library Journal Vol.12 No.8, August 20, 2025

DOI: 10.4236/oalib.1113960 42 Downloads 276 Views Citations
Deciphering Concurrent Tuberous Sclerosis Complex and Bipolar Disorder with a Genetic Approach (Articles)

Andrey Frolov, Divyanksha Vanka, Hikmat Roumany, Miguel A. Guzman, John R. Martin III

Open Journal of Pathology Vol.16 No.2, April 13, 2026

DOI: 10.4236/ojpathology.2026.162015 28 Downloads 268 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

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