Child Psychiatry - 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 57 Downloads 487 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 50 Downloads 425 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 52 Downloads 442 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 253 Views Citations
Hybrid Mechanistic-Machine Learning Models of Neurotransmitter Dynamics: Integrating Biological Knowledge with Deep Learning for Drug Response Prediction and Disease Mechanism Discovery (Articles)

Rocco de Filippis, Abdullah Al Foysal

Open Access Library Journal Vol.13 No.5, May 27, 2026

DOI: 10.4236/oalib.1115351 28 Downloads 107 Views Citations
Cross-Institutional Generalization of Psychiatric AI Models: A Domain Adaptation and Robustness Framework for Multi-Site Clinical Deployment (Articles)

Rocco de Filippis, Abdullah Al Foysal

Open Access Library Journal Vol.13 No.5, May 27, 2026

DOI: 10.4236/oalib.1115350 10 Downloads 73 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 7 Downloads 77 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 15 Downloads 123 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 11 Downloads 89 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 9 Downloads 102 Views Citations
Intellectual Profile of Sexually Abused Children in Japan: An analysis of WISC-III Subtests compared with Physically Abused, Neglected, and Non-Maltreated Children (Articles)

Kohske Ogata

Psychology Vol.2 No.3, June 29, 2011

DOI: 10.4236/psych.2011.23027 4,797 Downloads 9,512 Views Citations
Set up to Fail: Inadequate Educational Support for Orphans in Central Kenya (Articles)

Ginger A. Johnson

Advances in Anthropology Vol.1 No.1, August 29, 2011

DOI: 10.4236/aa.2011.11001 6,667 Downloads 13,815 Views Citations
Parent-Child Relationships in Poland and Germany: A Retrospective Study (Articles)

Jochen Hardt, Malgorzata Dragan, Sonja Schultz, Anette Engfer

Psychology Vol.2 No.5, August 31, 2011

DOI: 10.4236/psych.2011.25078 7,165 Downloads 13,118 Views Citations
How the Health Care Nurse Supports and Enhances the Child’s Attachment to Their Parents (Articles)

Ann-Marie Johansson, Inga Landahl, Annsofie Adolfsson

International Journal of Clinical Medicine Vol.2 No.4, September 30, 2011

DOI: 10.4236/ijcm.2011.24070 8,478 Downloads 13,150 Views Citations
Examine a dynamic of mother-to-child transmission of HIV in the population-based surveys (Articles)

Rathavuth Hong, Rathnita Them

Open Journal of Preventive Medicine Vol.1 No.3, November 30, 2011

DOI: 10.4236/ojpm.2011.13021 4,451 Downloads 7,903 Views Citations
Mother’s need of support and their expectations of the BVC nurse at the first home visit—an interview study (Articles)

Margareta Wilsson, Annsofie Adolfsson

Open Journal of Nursing Vol.1 No.3, December 9, 2011

DOI: 10.4236/ojn.2011.13007 4,527 Downloads 8,563 Views Citations
Pre-Schoolers’ Reports of Conflicting Points Secretly Inserted into a Co-Witnessed Event: An Experimental Investigation Using the MORI Technique (Articles)

Kazuo Mori, Ryuta Takahashi

Psychology Vol.3 No.1, January 5, 2012

DOI: 10.4236/psych.2012.31005 6,961 Downloads 11,146 Views Citations
Determinants of decision-making and patient participation in paediatric clinical trials: A literature review (Articles)

Falk Wulf, Marta Krasuska, Monika Bullinger

Open Journal of Pediatrics Vol.2 No.1, March 21, 2012

DOI: 10.4236/ojped.2012.21001 7,114 Downloads 12,990 Views Citations
Development of protective antibodies to Streptococcus pneumoniae in healthy children (Articles)

David Björnheden, Bertil Kaijser, Bill Hesselmar

Open Journal of Pediatrics Vol.2 No.1, March 21, 2012

DOI: 10.4236/ojped.2012.21006 4,276 Downloads 7,871 Views Citations
Young Child Homicide and Accidental Death Rates in the United States, 1940-2005: Classification Issues in Mutually Exclusive Events (Articles)

Jack E. Riggs, Gerald R. Hobbs

Sociology Mind Vol.2 No.2, April 17, 2012

DOI: 10.4236/sm.2012.22019 5,550 Downloads 8,993 Views Citations

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