Medication Response Prediction - Articles - Scientific Research Publishing

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 478 Views Citations
A Predictive Model for Pathologic Complete Response in Breast Cancer Patients Treated with Neoadjuvant Chemotherapy Using Machine Learning (Articles)

Isaac Kim, Kwanbum Lee, Seung Ah Lee, Yeon Hee Park, Seung Ki Kim

Advances in Breast Cancer Research Vol.10 No.4, August 26, 2021

DOI: 10.4236/abcr.2021.104012 452 Downloads 1,945 Views Citations
Research Progress on Efficacy Prediction of Radioiodine Therapy in Differentiated Thyroid Cancer (Articles)

Zhiyue Tang, Hua Pang

Journal of Biosciences and Medicines Vol.14 No.4, April 30, 2026

DOI: 10.4236/jbm.2026.144029 32 Downloads 147 Views Citations
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 81 Downloads 523 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 36 Downloads 378 Views Citations
Modeling Incident Duration Using Lasso and Ridge Regressions (Articles)

Zhubin Najafi, Hualiang Teng

Journal of Transportation Technologies Vol.16 No.1, December 8, 2025

DOI: 10.4236/jtts.2026.161004 80 Downloads 341 Views Citations
A Hybrid CNN-LSTM Variational Autoencoder for Treatment Response Prediction in Synthetic Psychiatric Data (Articles)

Rocco de Filippis, Abdullah Al Foysal

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

DOI: 10.4236/oalib.1114442 48 Downloads 323 Views Citations
Impact of Bar-Code Medication Administration and Electronic Medication Administration Record System in Clinical Practice for an Effective Medication Administration Process (Articles)

Mohanaa Naidu, Yeo Lee Yean Alicia

Health Vol.11 No.5, May 21, 2019

DOI: 10.4236/health.2019.115044 11,780 Downloads 51,859 Views Citations
Preoperative Medication Management, Compliance and Adverse Events in Adult Patients Undergoing Elective Surgery: A Historical Chart Review (Review)

James E. Paul, Henry He, Justin Diep, Thuva Vanniyasingam, Sean Middleton

Open Journal of Anesthesiology Vol.12 No.3, March 26, 2022

DOI: 10.4236/ojanes.2022.123011 529 Downloads 3,334 Views Citations
Personality Traits, Medication Beliefs & Adherence to Medication among Diabetic Patients Attending the Diabetic Clinic in a Teaching Hospital in Southwest Nigeria (Articles)

Adeyinka Adeniran, Modupe Akinyinka, Kikelomo O. Wright, Omowumi Q. Bakare, Olayinka O. Goodman, Yetunde A. Kuyinu, Olumuyiwa O. Odusanya, Akin Osibogun

Journal of Diabetes Mellitus Vol.5 No.4, November 24, 2015

DOI: 10.4236/jdm.2015.54039 5,313 Downloads 7,684 Views Citations
Predicting Bipolar Disorder Treatment Outcomes with Machine Learning: A Comprehensive Evaluation of Random Forest, Gradient Boosting, and Ensemble Approaches (Articles)

Rocco de Filippis, Abdullah Al Foysal

Open Access Library Journal Vol.12 No.2, February 19, 2025

DOI: 10.4236/oalib.1112897 93 Downloads 792 Views Citations
A Machine Learning Approach to Predicting Treatment Outcomes in Bipolar Depression with OCD Comorbidity (Articles)

Rocco de Filippis, Abdullah Al Foysal

Open Access Library Journal Vol.12 No.2, February 28, 2025

DOI: 10.4236/oalib.1112894 74 Downloads 781 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 31 Downloads 118 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 53 Downloads 525 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 45 Downloads 413 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 24 Downloads 115 Views Citations
Analysis of 3 Serious Medication Errors in Provincial Hospital (Articles)

Ning Hou, Hui Tang

Pharmacology & Pharmacy Vol.5 No.4, April 22, 2014

DOI: 10.4236/pp.2014.54049 5,657 Downloads 7,758 Views Citations
Nursing Students’ Medication Errors and Adherence to Medication Best-Practice (Articles)

Ibrahim Salami

Open Journal of Nursing Vol.8 No.5, May 10, 2018

DOI: 10.4236/ojn.2018.85024 1,971 Downloads 7,507 Views Citations
Effect of Medication Safety Education Program on Intensive Care Nurses’ Knowledge regarding Medication Errors (Articles)

Imad Abukhader, Khadija Abukhader

Journal of Biosciences and Medicines Vol.8 No.6, June 11, 2020

DOI: 10.4236/jbm.2020.86013 3,582 Downloads 10,399 Views Citations
Household Disposal and Recycling of Medication in Saudi Arabia: A Call for Introducing Drug Take-Back Programs (Articles)

Abdulmalik Alqurshi

Pharmacology & Pharmacy Vol.11 No.11, November 27, 2020

DOI: 10.4236/pp.2020.1111026 1,099 Downloads 3,284 Views Citations

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