Synthetic Clinical Data - Articles - Scientific Research Publishing

Cross-Population Transfer Learning for Antidepressant Treatment Response Prediction: A SHAP-Based Explainability Approach Using Synthetic Multi-Ethnic Data (Articles)

Rocco de Filippis, Abdullah Al Foysal

Open Access Library Journal Vol.13 No.1, January 14, 2026

DOI: 10.4236/oalib.1114445 55 Downloads 357 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 419 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 35 Downloads 257 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 461 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 264 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 38 Downloads 281 Views Citations
“stppSim”: A Novel Analytical Tool for Creating Synthetic Spatio-Temporal Point Data (Articles)

Monsuru Adepeju

Open Journal of Modelling and Simulation Vol.11 No.4, October 12, 2023

DOI: 10.4236/ojmsi.2023.114007 263 Downloads 1,004 Views Citations
Preliminary Exploration of the Initial Diagnostic Prediction Model of Moderate Coronavirus Disease 2019 (2019-nCoV) Based on Clinical Data (Articles)

Ritian Zha, Jingmin Gui, Jiancheng Hao, Yungui Zhou, Wensheng Jiang, Shangming Chen, Jiajia Zhao, Ruiping Xuan, Zhendong Jiang, Xiaoqin Liu, Ping Wang, Lei Zhang

Open Journal of Nursing Vol.11 No.1, January 14, 2021

DOI: 10.4236/ojn.2021.111002 587 Downloads 1,417 Views Citations
Decision Trees as a Tool to Select Sugarcane Families (Articles)

Luiz A. Peternelli, Diego P. Bernardes, Bruno P. Brasileiro, Marcio H.P. Barbosa, Raphael H. T. Silva

American Journal of Plant Sciences Vol.9 No.2, January 25, 2018

DOI: 10.4236/ajps.2018.92018 946 Downloads 2,211 Views Citations
Determinants of Financial Inclusion in West African Economic and Monetary Union (WAEMU) Countries (Articles)

Ibrahim Chaibou Oumarou, Mayoukou Celestin

Theoretical Economics Letters Vol.11 No.3, June 16, 2021

DOI: 10.4236/tel.2021.113033 957 Downloads 5,107 Views Citations
Development of a Deep Learning Model for the Prognosis of the Occurrence of Death from Stomach Cancer in Senegal (Articles)

Idrissa Sy, Mouhamad Mounirou Allaya, Mamadou Bousso, Ayoub Insa Corréa, Aba Diop, Youssouphe Guissé, Sérigne Souaibou Diop, Madieng Dieng

Journal of Intelligent Learning Systems and Applications Vol.16 No.4, September 9, 2024

DOI: 10.4236/jilsa.2024.164017 171 Downloads 1,149 Views Citations
The Information Protection in Automatic Reconstruction of Not Continuous Geophysical Data Series (Articles)

Osvaldo Faggioni

Journal of Data Analysis and Information Processing Vol.7 No.4, October 15, 2019

DOI: 10.4236/jdaip.2019.74013 725 Downloads 1,662 Views Citations
In Vivo Antiretroviral Effects of the Medicinal Synthetic Aluminum-Magnesium Silicate (Articles)

Maduike C. O. Ezeibe, Ijeoma J. Ogbonna

World Journal of AIDS Vol.5 No.2, May 19, 2015

DOI: 10.4236/wja.2015.52007 5,533 Downloads 8,926 Views Citations
Reinforcement Learning-Based Personalized Mood Stabilizer Dosage Optimization (Articles)

Rocco de Filippis, Abdullah Al Foysal

Open Access Library Journal Vol.13 No.3, March 10, 2026

DOI: 10.4236/oalib.1114925 47 Downloads 234 Views Citations
Diurnal and Seasonal Variations of Rain Rate and Rain Attenuation on Ku-Band Satellite Systems in a Tropical Region: A Synthetic Storm Techniques Approach (Articles)

Joseph S. Ojo, Okeowo C. Rotimi

Journal of Computer and Communications Vol.3 No.4, March 31, 2015

DOI: 10.4236/jcc.2015.34001 3,688 Downloads 5,235 Views Citations
Strong Earthquake Sequences in Greece during 2008-2014: Moment Tensor Inversions and Fault Plane Discrimination (Articles)

Alexandra Moshou

Open Journal of Earthquake Research Vol.9 No.4, August 3, 2020

DOI: 10.4236/ojer.2020.94019 974 Downloads 2,243 Views Citations
Federated Learning for Treatment Response Prediction in Bipolar Disorder: A Simulation-Based Institutional Study (Articles)

Rocco de Filippis, Abdullah Al Foysal

Open Access Library Journal Vol.12 No.8, August 18, 2025

DOI: 10.4236/oalib.1113954 34 Downloads 360 Views Citations
Interpretable Machine Learning Framework for Predicting Treatment Resistance in Psychiatric Disorders Using Synthetic Pharmacogenomic and Clinical Data (Articles)

Rocco de Filippis, Abdullah Al Foysal

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

DOI: 10.4236/oalib.1113870 49 Downloads 419 Views Citations
The Dubious Dollar: A Methodological Exploration of the ESG-Performance Nexus in a Simulated Corporate Environment (Articles)

Ahmad Al-Harbi

Theoretical Economics Letters Vol.15 No.5, October 21, 2025

DOI: 10.4236/tel.2025.155069 72 Downloads 501 Views Citations
Ultra-Fast Cognitive Distortion Classification from Short Text-A Lightweight TF-IDF and Logistic Regression Pipeline on Synthetic Data (Articles)

Rocco de Filippis, Abdullah Al Foysal

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

DOI: 10.4236/oalib.1114924 29 Downloads 254 Views Citations

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