Clinical Learning - Articles - Scientific Research Publishing

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 409 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 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
Federated Learning for Suicide Risk Prediction across Heterogeneous Hospitals Using Privacy-Preserving Synthetic Data (Articles)

Rocco de Filippis, Abdullah Al Foysal

Open Access Library Journal Vol.13 No.3, March 12, 2026

DOI: 10.4236/oalib.1114921 33 Downloads 220 Views Citations
Frameworks for the Future: Implementing FDA Guidance on Artificial Intelligence in Biopharma (Articles)

Kishore Raju Vatsavai, Jayaram Kamma, Anil Kumar Ramgiri, Kishore Kumar Hotha

American Journal of Analytical Chemistry Vol.17 No.3, March 30, 2026

DOI: 10.4236/ajac.2026.173005 36 Downloads 273 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 4 Downloads 43 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 7 Downloads 49 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 56 Downloads 417 Views Citations
A Counterfactual Explainability Framework for Transparent, Actionable, and Clinician Validated Psychiatric Treatment Decision Support (Articles)

Rocco de Filippis, Abdullah Al Foysal

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

DOI: 10.4236/oalib.1115348 7 Downloads 41 Views Citations
A Decision Support Model for Predicting Avoidable Re-Hospitalization of Breast Cancer Patients in Kenyatta National Hospital (Articles)

Christopher Oyuech Otieno, Oboko Robert Obwocha, Andrew Mwaura Kahonge

Journal of Software Engineering and Applications Vol.15 No.8, July 29, 2022

DOI: 10.4236/jsea.2022.158017 327 Downloads 1,745 Views Citations
Enhanced Multimodal Transformer for Treatment-Resistant Depression Prediction Using Synthetic fMRI, Genomic, and Clinical Data (Articles)

Rocco de Filippis, Abdullah Al Foysal

Open Access Library Journal Vol.13 No.1, January 15, 2026

DOI: 10.4236/oalib.1114447 40 Downloads 241 Views Citations
A Multimodal Machine-Learning Framework for Predicting Lithium-Associated Renal Dysfunction from Synthetic Biomarker Trajectories (Articles)

Rocco de Filippis, Abdullah Al Foysal

Open Access Library Journal Vol.13 No.3, March 20, 2026

DOI: 10.4236/oalib.1114919 37 Downloads 258 Views Citations
Machine Learning Prediction of Aggression Risk in Psychiatric Patients: A Multi-Modal Approach Integrating Clinical History, Behavioural Patterns, and Physiological Signals (Articles)

Rocco de Filippis, Abdullah Al Foysal

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

DOI: 10.4236/oalib.1115141 10 Downloads 77 Views Citations
Utilization of Objective Structured Clinical Examination (OSCE) in Ensuring Clinical Competence of Nursing Students: A Case of FCMS (Articles)

William Taala, Dania Waggas, Parisa H. Sta. Teresa

Open Access Library Journal Vol.6 No.3, March 6, 2019

DOI: 10.4236/oalib.1105209 1,034 Downloads 4,537 Views Citations
Cost/Charges Appraisal and Clinical Evidence Considerations in Orthopaedic Literature (Articles)

Joe Sam Robinson III, M. Sami Walid, Waldo E. Floyd, Joe Sam Robinson Jr.

Open Journal of Orthopedics Vol.2 No.2, June 22, 2012

DOI: 10.4236/ojo.2012.22008 6,641 Downloads 9,413 Views Citations
Embracing the Power of Belongingness: A Descriptive Mixed Method Research Study (Articles)

Kylie Russell, Selma Alliex, Heather Gluyas

Open Journal of Nursing Vol.6 No.6, June 9, 2016

DOI: 10.4236/ojn.2016.66047 2,250 Downloads 4,367 Views Citations
Assessment of Clinical Learning Environment, Supervision (CLES) among Nursing Students, Hyderabad, Sindh, Pakistan (Articles)

Suriya Khatoon, Syed Yousaf Sha, Ajmal Khan, Zulfiqar Ali, Syed Arif Ali

Open Journal of Nursing Vol.9 No.4, April 18, 2019

DOI: 10.4236/ojn.2019.94037 1,681 Downloads 5,375 Views Citations
AI-Driven Drug Repurposing for Oncology: Identifying Novel Cancer Treatments from Existing Drugs (Articles)

Ashok Ghimire, Pankajkumar Tejraj Jain

Journal of Biosciences and Medicines Vol.13 No.5, May 26, 2025

DOI: 10.4236/jbm.2025.135016 133 Downloads 1,118 Views Citations
Generative Artificial Intelligence in Biology and Medicine (Articles)

Philip de Melo

Advances in Bioscience and Biotechnology Vol.17 No.5, May 29, 2026

DOI: 10.4236/abb.2026.175013 8 Downloads 58 Views Citations
Psychological effects of infertility in clinical varicocele patients (Articles)

Ali Asghar Ketabchi, Mahsa Ketabchi

Health Vol.3 No.8, August 10, 2011

DOI: 10.4236/health.2011.38083 5,904 Downloads 11,037 Views Citations

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