Synthetic - Articles - Scientific Research Publishing

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 302 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 426 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 446 Views Citations
Leading through the Synthetic Media Era: Platform Governance to Curb AI-Generated Fake News, Protect the Public, and Preserve Trust (Articles)

Prajkta Waditwar

Open Journal of Leadership Vol.14 No.3, September 22, 2025

DOI: 10.4236/ojl.2025.143020 116 Downloads 680 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 37 Downloads 273 Views Citations
Synthetic Data Generation of Surgical Drills Using Physics-Constrained GAN (Articles)

Tessa E. Livingston, Joshua A. Blaney, Suresh S. Muknahallipatna

Journal of Intelligent Learning Systems and Applications Vol.18 No.3, July 16, 2026

DOI: 10.4236/jilsa.2026.183015 0 Downloads 20 Views Citations
Exploitation of Electromagnetic Models for Sea Wind Speed Estimation from C-Band Sentinel-1 Images (Articles)

Tran Vu La, Ali Khenchaf, Fabrice Comblet, Carole Nahum, Helmi Ghanmi

Journal of Electromagnetic Analysis and Applications Vol.8 No.3, March 30, 2016

DOI: 10.4236/jemaa.2016.83005 2,914 Downloads 4,703 Views Citations
Modelling Key Population Attrition in the HIV and AIDS Programme in Kenya Using Random Survival Forests with Synthetic Minority Oversampling Technique-Nominal Continuous (Articles)

Evan Kahacho, Charity Wamwea, Bonface Malenje, Gordon Aomo

Journal of Data Analysis and Information Processing Vol.11 No.1, January 31, 2023

DOI: 10.4236/jdaip.2023.111002 296 Downloads 1,232 Views Citations
Treatment of Imbalance Dataset for Human Emotion Classification (Articles)

Er. Shrawan Thakur

World Journal of Neuroscience Vol.13 No.4, November 6, 2023

DOI: 10.4236/wjns.2023.134012 338 Downloads 1,610 Views Citations
A Study of EM Algorithm as an Imputation Method: A Model-Based Simulation Study with Application to a Synthetic Compositional Data (Articles)

Yisa Adeniyi Abolade, Yichuan Zhao

Open Journal of Modelling and Simulation Vol.12 No.2, March 8, 2024

DOI: 10.4236/ojmsi.2024.122002 358 Downloads 1,444 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 57 Downloads 472 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 41 Downloads 400 Views Citations
Multi-Task 3D Neuroimaging Model for Simultaneous Prediction of Medication Response and Disease Severity: A Synthetic Data Study (Articles)

Rocco de Filippis, Abdullah Al Foysal

Open Access Library Journal Vol.12 No.8, August 25, 2025

DOI: 10.4236/oalib.1113956 59 Downloads 475 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 274 Views Citations
Wearable-Inspired Panic Episode Forecasting with Synthetic Physiological Time Series: A Feature Engineered Gradient Boosting Baseline with Clinically Motivated Thresholding (Articles)

Rocco de Filippis, Abdullah Al Foysal

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

DOI: 10.4236/oalib.1114923 29 Downloads 177 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 39 Downloads 288 Views Citations
La₂O₃/Fe₂O₃-CeO₂ Composite Oxide Catalyst and Its Performance (Articles)

Youfeng Li, Jinliang Lin, Guangwei Wang

Advances in Materials Physics and Chemistry Vol.9 No.12, December 11, 2019

DOI: 10.4236/ampc.2019.912017 856 Downloads 2,146 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 27 Downloads 255 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 25 Downloads 172 Views Citations

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