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Advanced Machine Learning Models for Gender-Specific Antidepressant Response Prediction: Overcoming Data Imbalance for Precision Psychiatry
(Articles)
Rocco de Filippis
,
Abdullah Al Foysal
Open Access Library Journal
Vol.12 No.2
, February 17, 2025
DOI:
10.4236/oalib.1112895
74
Downloads
470
Views
Citations
Quantum-Inspired Feature Representations for Depression Subtype Classification: A Synthetic Benchmark Study
(Articles)
Rocco de Filippis
,
Abdullah Al Foysal
Open Access Library Journal
Vol.13 No.1
, January 16, 2026
DOI:
10.4236/oalib.1114448
42
Downloads
282
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
46
Downloads
427
Views
Citations
Multi-Task Deep Learning for Predicting Depression Severity and Treatment Response Using Synthetic Neuroimaging: A Fully Controlled Simulation Framework
(Articles)
Rocco de Filippis
,
Abdullah Al Foysal
Open Access Library Journal
Vol.12 No.8
, August 22, 2025
DOI:
10.4236/oalib.1113955
38
Downloads
326
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
28
Downloads
208
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
55
Downloads
383
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
38
Downloads
205
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
23
Downloads
177
Views
Citations
No change of attitude toward forensic psychiatry: 5 years after the Medical Treatment and Supervision Act in Japan
(Articles)
Akihiro Shiina
,
Kyoji Okita
,
Mihisa Fujisaki
,
Yoshito Igarashi
,
Masaomi Iyo
Open Journal of Psychiatry
Vol.3 No.2
, April 10, 2013
DOI:
10.4236/ojpsych.2013.32017
4,148
Downloads
6,879
Views
Citations
Difficult-to-Treat-Depression and GPs’ Role: Perceptions of Psychiatry Registrars
(Articles)
Kay M. Jones
,
Leon Piterman
Open Journal of Psychiatry
Vol.4 No.4
, October 15, 2014
DOI:
10.4236/ojpsych.2014.44037
3,919
Downloads
5,199
Views
Citations
Interprofessional Communication and Relationships in the Management of “Difficult to Treat” Depression: Perceptions of the Role of General Practitioners
(Articles)
Kay M. Jones
,
Leon Piterman
Open Journal of Psychiatry
Vol.5 No.3
, June 4, 2015
DOI:
10.4236/ojpsych.2015.53029
3,387
Downloads
4,489
Views
Citations
Triage and Risk Concept: Application Proposal for Pre-Hospital Emergencies in a Psychiatric Ambulance in the City of Buenos Aires
(Articles)
Mazzoglio Y. Nabar
,
Martín Javier
,
Rubén Daniel Algieri
,
Gabriel Schraier
,
Blanca Lopez
,
Sergio Giordano
Open Journal of Emergency Medicine
Vol.11 No.1
, March 13, 2023
DOI:
10.4236/ojem.2023.111003
248
Downloads
1,542
Views
Citations
The Landscape of Child and Adolescent Psychiatry in Brazil
(Articles)
César Reichert
,
Francisco Baptista Assumpção
,
Ana Mageste
,
Paulo Azevêdo
Open Journal of Psychiatry
Vol.15 No.3
, May 21, 2025
DOI:
10.4236/ojpsych.2025.153017
69
Downloads
458
Views
Citations
This article belongs to the Special Issue on
Psychiatry and Mental Health
Assessment of Drawing Age of Children in Early Childhood and Its Correlates
(Articles)
Saziye Senem Basgul
,
Ozden Sukran Uneri
,
Gulcan Basar Akkaya
,
Nilay Etiler
,
Aysen Coskun
Psychology
Vol.2 No.4
, July 25, 2011
DOI:
10.4236/psych.2011.24059
8,816
Downloads
19,531
Views
Citations
Cultural Influences on the Presentation of Depression
(Articles)
Ahmed Mohamed Abdel Shafi
,
Reem Mohamed Abdel Shafi
Open Journal of Psychiatry
Vol.4 No.4
, October 28, 2014
DOI:
10.4236/ojpsych.2014.44045
7,405
Downloads
11,173
Views
Citations
A Brief Review on Neurologic and Psychiatric Manifestations of Celiac Disease
(Articles)
Vagner Ramirez Basilio
,
Rondón Garzón Nilson
,
Cuervo Casallas Martha
World Journal of Neuroscience
Vol.6 No.2
, May 11, 2016
DOI:
10.4236/wjns.2016.62017
3,808
Downloads
5,738
Views
Citations
The Philosophical Foundations of Psychiatry in the Ancient Greece
(Articles)
José E. Muñoz-Negro
,
Juan F. Mula-Ponce
,
Josefa M. López-Pérez
,
José Pablo Martínez-Barbero
,
Jorge A. Cervilla
Open Journal of Philosophy
Vol.8 No.3
, May 25, 2018
DOI:
10.4236/ojpp.2018.83020
1,722
Downloads
5,066
Views
Citations
Contribution of the Neuroanatomy of the Cingulate Gyrus to the Neuroscientific Approach to Depression
(Articles)
Racky Wade-Kane
,
El Hadji Makhtar Ba
,
Momar Camara
,
Mamadou Habib Thiam
Open Journal of Psychiatry
Vol.12 No.1
, December 2, 2021
DOI:
10.4236/ojpsych.2022.121004
435
Downloads
3,674
Views
Citations
All’s Not Quiet on the Western Front? The Stigma against Mental Health Treatment for World Leaders
(Articles)
David A. Nissan
,
Lauretta A. Ziajko
,
Amanda C. Ries
,
Landon L. Van Dell
Creative Education
Vol.14 No.6
, June 14, 2023
DOI:
10.4236/ce.2023.146074
202
Downloads
1,164
Views
Citations
Biological Profile and Cardiovascular Risk in Patients Receiving Neuroleptics at the Psychiatric Department of the University Hospital Center of Brazzaville
(Articles)
Landry Martial Miguel
,
Paul Gandou
,
Justecidi Kiang
,
Choupette Ravelle Dobhat-Doukakini
,
Didier Gesril Njilo Tchatchouang
,
Childerick Lekana
,
Destin Mbemba Bahamboula
,
Archange Emmanuel Mboungou Malonga
,
Donatien Moukassa
,
Alain Maxime Mouanga
,
Ange Antoine Abena
Journal of Biosciences and Medicines
Vol.12 No.6
, June 11, 2024
DOI:
10.4236/jbm.2024.126005
97
Downloads
540
Views
Citations
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