Drug Response Prediction - Articles - Scientific Research Publishing

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 32 Downloads 119 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 1,946 Views Citations
The Prediction Factors of Pre-XDR and XDR-TB among MDR-TB Patients in Northern Thailand (Articles)

Risara Jaksuwan, Jayanton Patumanond, Prasit Tharavichikul, Charoen Chuchottaworn, Pattana Pokeaw, Jongkolnee Settakorn

Journal of Tuberculosis Research Vol.6 No.1, March 7, 2018

DOI: 10.4236/jtr.2018.61004 1,130 Downloads 4,053 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 148 Views Citations
Using the improved position specific scoring matrix and ensemble learning method to predict drug-binding residues from protein sequences (Articles)

Juan Li, Yongqing Zhang, Wenli Qin, Yanzhi Guo, Lezheng Yu, Xuemei Pu, Menglong Li, Jing Sun

Natural Science Vol.4 No.5, May 18, 2012

DOI: 10.4236/ns.2012.45043 5,860 Downloads 9,985 Views Citations
Commentary: Unexpected Novel Chemical Weapon Agents Designed by Innocuous Drug-Development AI (Artificial Intelligence) Algorithm (Articles)

Robert B. Raffa, Joseph V. Pergolizzi Jr., Thomas Miller, Daniel Motto

Pharmacology & Pharmacy Vol.13 No.7, July 25, 2022

DOI: 10.4236/pp.2022.137018 357 Downloads 2,047 Views Citations
Clinical Response to Treatment of Central Nervous System Tuberculosis in Non-Human Immunodeficiency Virus-Infected Adolescents and Adults (Articles)

Jin Young Lee, Su Jin Lee, Ji Young Park, Min Jeong Kim

Journal of Tuberculosis Research Vol.4 No.4, December 7, 2016

DOI: 10.4236/jtr.2016.44020 1,769 Downloads 3,876 Views Citations
Severity of Symptoms of Systemic Inflammatory Response Syndrome and Congestive Heart Failure Caused by Chronic Aortic Stenosis and Its Pharmacological Correction (Articles)

G. V. Sukoyan, D. Iu. Ionov, P. A. Galenko-Iaroshevsky, A. V. Zelenskaya, V. V. Golovac

World Journal of Cardiovascular Diseases Vol.7 No.12, December 20, 2017

DOI: 10.4236/wjcd.2017.712046 1,117 Downloads 2,897 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 342 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
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
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 46 Downloads 415 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 478 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 26 Downloads 117 Views Citations
Possibility of Drug-Drug Interaction in Prescription Dispensed by Community and Hospital Pharmacy (Articles)

Huda Kafeel, Ramsha Rukh, Hina Qamar, Jaweria Bawany, Mehreen Jamshed, Rabia Sheikh, Tazeen Hanif, Urooj Bokhari, Wardha Jawaid, Yumna Javed, Yamna Mariam Saleem

Pharmacology & Pharmacy Vol.5 No.4, April 15, 2014

DOI: 10.4236/pp.2014.54048 7,579 Downloads 12,142 Views Citations
Directing the Metabolism of Drugs Away from CYP450: The Use of Oxetane Rings (Articles)

Robert B. Raffa, Joseph V. Pergolizzi Jr.

Pharmacology & Pharmacy Vol.10 No.11, November 5, 2019

DOI: 10.4236/pp.2019.1011038 1,196 Downloads 3,077 Views Citations

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