Bipolar Disorder - Articles - Scientific Research Publishing

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 19 Downloads 171 Views Citations
Glial Cell-Targeted Treatments for Bipolar Disorder: A Systematic Review of Available Data and Clinical Perspectives (Articles)

Julia Wang

Open Journal of Medical Psychology Vol.12 No.2, April 28, 2023

DOI: 10.4236/ojmp.2023.122006 329 Downloads 1,711 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 57 Downloads 577 Views Citations
A Machine Learning Framework for Mood State Classification in Bipolar Disorder Using Clinical Features (Articles)

Rocco de Filippis, Abdullah Al Foysal

Open Access Library Journal Vol.12 No.8, August 21, 2025

DOI: 10.4236/oalib.1113869 61 Downloads 537 Views Citations
A Multimodal Deep Learning Framework for Continuous Mood Monitoring and Episode Prediction in Bipolar Disorder (Articles)

Rocco de Filippis, Abdullah Al Foysal

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

DOI: 10.4236/oalib.1115346 39 Downloads 261 Views Citations
A Multimodal Deep Learning Framework for Early Detection, Mood State Classification, and Episode Prediction in Bipolar Disorder (Articles)

Rocco de Filippis, Abdullah Al Foysal

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

DOI: 10.4236/oalib.1115345 44 Downloads 342 Views Citations
Deep Learning Classification of Treatment-Emergent Mania Following Antidepressant Initiation in Bipolar II Disorder: A Synthetic-Data Proof-of-Concept Using Longitudinal and Episode-Feature Attention (Articles)

Rocco de Filippis, Abdullah Al Foysal

Open Access Library Journal Vol.13 No.8, August 24, 2026

DOI: 10.4236/oalib.1115671 19 Downloads 97 Views Citations
Simulation-Based Bayesian Modelling of Antidepressant Discontinuation Risk in Bipolar Disorder: Integrating Side-Effect Profiles, Therapeutic Alliance Scores, and Synthetic Prescription Records (Articles)

Rocco de Filippis, Abdullah Al Foysal

Open Access Library Journal Vol.13 No.8, August 26, 2026

DOI: 10.4236/oalib.1115673 16 Downloads 89 Views Citations
Heterogeneous Graph Neural Network Modelling of Mood Episode Recurrence in Bipolar Disorder: A Proof-of-Concept Simulation Study of Temporal, Pharmacological, and Social-Rhythm Relations (Articles)

Rocco de Filippis, Abdullah Al Foysal

Open Access Library Journal Vol.13 No.8, August 27, 2026

DOI: 10.4236/oalib.1115679 16 Downloads 80 Views Citations
Transformer-Based Multimodal Prediction of Depressive Episode Onset in Bipolar Disorder from Simulated 30-Day Digital Phenotyping Streams: A Proof-of-Concept Study of Actigraphy, HRV, and Smartphone Behaviour (Articles)

Rocco de Filippis, Abdullah Al Foysal

Open Access Library Journal Vol.13 No.8, August 27, 2026

DOI: 10.4236/oalib.1115678 22 Downloads 108 Views Citations
Before the Wave: A Synthetic Longitudinal EHR Proof-of-Concept Study of SSRI-Associated Mood Destabilisation in Bipolar Disorder (Articles)

Rocco De Filippis, Abdullah Al Foysal

Open Access Library Journal Vol.13 No.8, August 31, 2026

DOI: 10.4236/oalib.1115674 20 Downloads 79 Views Citations
Pre-Initiation Prediction of Antidepressant-Associated Cycle Acceleration in Bipolar Disorder: A Synthetic Proof-of-Concept Study (Articles)

Rocco De Filippis, Abdullah Al Foysal

Open Access Library Journal Vol.13 No.8, August 31, 2026

DOI: 10.4236/oalib.1115670 26 Downloads 106 Views Citations
Evaluating Pharmacological and Rehabilitation Strategies for Effective Management of Bipolar Disorder: A Comprehensive Clinical Study (Articles)

Rocco de Filippis, Abdullah Al Foysal

Advances in Bioscience and Biotechnology Vol.15 No.7, July 26, 2024

DOI: 10.4236/abb.2024.157025 250 Downloads 984 Views Citations
A Lightweight Multimodal Transformer for Predicting Imminent Mood State Transitions in Synthetic Bipolar Trajectories (Articles)

Rocco de Filippis, Abdullah Al Foysal

Open Access Library Journal Vol.13 No.3, March 18, 2026

DOI: 10.4236/oalib.1114917 32 Downloads 288 Views Citations
Bipolar Radiofrequency (RF) in Pediatric Tonsillectomy: A Prospective Controlled Study (Articles)

Hossam S. Elsherif, Saad Elzayat

International Journal of Otolaryngology and Head & Neck Surgery Vol.9 No.4, July 2, 2020

DOI: 10.4236/ijohns.2020.94016 641 Downloads 2,100 Views Citations
Primary Bipolar Arthroplasty in Unstable Intertrochanteric Fractures in Elderly (Articles)

Ahmed Elmorsy, Mahmoud Saied, Mahmoud Zaied, Mahmoud Hafez

Open Journal of Orthopedics Vol.2 No.1, February 27, 2012

DOI: 10.4236/ojo.2012.21003 9,648 Downloads 18,879 Views Citations
Bipolar Spectrum Disorders and Self-Concept among Males and Females with Parenting Roles (Articles)

Frank J. Prerost, Sharon Song

Psychology Vol.3 No.4, April 17, 2012

DOI: 10.4236/psych.2012.34051 7,501 Downloads 12,319 Views Citations
Lithium as a Protective Factor against Dementia in Bipolar Patients—A Retrospective Cohort Study (Articles)

Diana Paleacu Kertesz, Meir Dvir, Shelly Tadjer, Asaf Shellef

Advances in Alzheimer's Disease Vol.5 No.4, December 29, 2016

DOI: 10.4236/aad.2016.54011 2,493 Downloads 4,725 Views Citations
Traumatic Closed Floating Kneecap: Clinical Case about Traumatic Bipolar Tendon Rupture of Extensor Knee System (Articles)

Koné Sam, Pemboura Dom, Eric Dogba, Akué Koffi, Abdoulaye Bana, Serge Agoh

Open Journal of Orthopedics Vol.9 No.8, August 9, 2019

DOI: 10.4236/ojo.2019.98017 1,313 Downloads 2,543 Views Citations
Ipsilateral Simultaneous Shoulder and Elbow Dislocation: A Case Report (Articles)

Abdoulaye Lindor Diop, Cheikh Coundoul, Papa Amadou Ba, Madior Diouf, René André Macodou Ndiaye, Coumba Diouf Niang

Open Journal of Orthopedics Vol.12 No.5, May 19, 2022

DOI: 10.4236/ojo.2022.125022 253 Downloads 1,308 Views Citations

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