SHAP Analysis - Articles - Scientific Research Publishing

Comparative Analysis of GABAergics vs. Opioids in Chronic Pain Management (Articles)

Rocco de Filippis, Abdullah Al Foysal

Open Access Library Journal Vol.11 No.11, November 18, 2024

DOI: 10.4236/oalib.1112388 66 Downloads 534 Views Citations
A Dual-Channel Prediction-Interpretation Framework with Pre-Trained Language Models and SHAP Explainability (Articles)

Hui Nie, Xiaoyan Wu

Journal of Computer and Communications Vol.13 No.3, March 26, 2025

DOI: 10.4236/jcc.2025.133009 115 Downloads 628 Views Citations
Real-Time Fraud Detection Using Machine Learning (Articles)

Benjamin Borketey

Journal of Data Analysis and Information Processing Vol.12 No.2, May 17, 2024

DOI: 10.4236/jdaip.2024.122011 715 Downloads 8,262 Views Citations
Insights into Manipulation: Unveiling Tampered Images Using Modified ELA, Deep Learning, and Explainable AI (Articles)

Md. Mehedi Hasan, Md. Masud Rana, Abu Sayed Md. Mostafizur Rahaman

Journal of Computer and Communications Vol.12 No.6, June 27, 2024

DOI: 10.4236/jcc.2024.126009 328 Downloads 1,650 Views Citations
Research on Telecom Customer Churn Prediction Based on GA-XGBoost and SHAP (Articles)

Ke Peng, Yan Peng

Journal of Computer and Communications Vol.10 No.11, November 28, 2022

DOI: 10.4236/jcc.2022.1011008 556 Downloads 2,880 Views Citations
Explainable AI for Stratifying Drug-Related Fetal Risk in Pregnancy: A Model-Based Study (Articles)

Rocco de Filippis, Abdullah Al Foysal

Open Access Library Journal Vol.12 No.6, June 9, 2025

DOI: 10.4236/oalib.1113508 77 Downloads 513 Views Citations
Comparative Analysis of Anticholinergic Burden and Cognitive Decline in Elderly Patients on Long-Term Neuroleptic Therapy (Articles)

Rocco de Filippis, Abdullah Al Foysal

Open Access Library Journal Vol.12 No.6, June 9, 2025

DOI: 10.4236/oalib.1113511 48 Downloads 389 Views Citations
Innovative XAI Approaches for Predicting Cardiovascular Diseases (Articles)

Nourchen Zaghden Dammak, Hala Bezine, Ahmed Said Nouri, Nabil Derbel

Open Access Library Journal Vol.12 No.10, October 28, 2025

DOI: 10.4236/oalib.1114071 47 Downloads 500 Views Citations
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 378 Views Citations
AI-Enhanced Gut Brain Axis Profiling for Major Depressive Disorder: Integrating Synthetic Multi-Omics, Deep Learning, and Interpretable Precision Therapeutics (Articles)

Rocco de Filippis, Abdullah Al Foysal

Open Access Library Journal Vol.13 No.1, January 16, 2026

DOI: 10.4236/oalib.1114444 45 Downloads 301 Views Citations
Comparative Analysis of ML Models for Survival Prediction of Glioblastoma (Articles)

Muna Awel, Dave Rushit, Samantha J. Katner, Mansi Bhavsar

Journal of Computer and Communications Vol.14 No.1, January 19, 2026

DOI: 10.4236/jcc.2026.141002 74 Downloads 434 Views Citations
This article belongs to the Special Issue on Artificial Intelligence in Medicine and Healthcare
Explainable AI: Enhancing Clinician Trust and Accuracy in Prostate Cancer Diagnosis (Articles)

Abdelrahman Elsharif Karrar

Journal of Intelligent Learning Systems and Applications Vol.18 No.2, March 12, 2026

DOI: 10.4236/jilsa.2026.182006 135 Downloads 618 Views Citations
Lithium Associated Chronic Kidney Disease Prediction Using Explainable Machine Learning: A Comprehensive Modelling and Interpretation Framework (Articles)

Rocco de Filippis, Abdullah Al Foysal

Open Access Library Journal Vol.13 No.3, March 20, 2026

DOI: 10.4236/oalib.1114920 34 Downloads 281 Views Citations
Beyond Black-Box Benchmarking: A Statistically Validated, Interpretable, and Uncertainty-Aware Machine Learning Framework for Insurance Premium Estimation (Articles)

Jude Isememe Itoyah

Journal of Computer and Communications Vol.14 No.7, July 22, 2026

DOI: 10.4236/jcc.2026.147004 7 Downloads 68 Views Citations
AI-Driven Early Warning and Risk Management System for Delirium in ICU Patients (Articles)

Rocco de Filippis, Abdullah Al Foysal

Open Access Library Journal Vol.12 No.1, January 23, 2025

DOI: 10.4236/oalib.1112746 65 Downloads 863 Views Citations
Case Report: Beneficial Effect of Quetiapine Monotherapy in Bipolar Depression with Comorbid Obsessive-Compulsive Disorder (OCD) (Articles)

Rocco de Filippis, Abdullah Al Foysal

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

DOI: 10.4236/oalib.1112898 70 Downloads 795 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 779 Views Citations
Predicting Antidepressant Treatment Response Using Machine Learning: A Multimodal Analysis of Clinical and Genetic Data (Articles)

Rocco de Filippis, Abdullah Al Foysal

Open Access Library Journal Vol.12 No.8, August 20, 2025

DOI: 10.4236/oalib.1113958 58 Downloads 502 Views Citations
Socio-Behavioral and Spatial Determinants of HIV/AIDS Incidence in Ghana: An Ecological Cross-Sectional Study with Explainable Machine Learning (Articles)

Valentine Golden Ghanem

Advances in Infectious Diseases Vol.15 No.4, October 11, 2025

DOI: 10.4236/aid.2025.154050 84 Downloads 763 Views Citations
An Explainable Machine Learning Model for Credit Risk Prediction: Evidence from Commercial Banks in Bangladesh (Articles)

Kazi Naimul Islam

American Journal of Industrial and Business Management Vol.16 No.7, July 10, 2026

DOI: 10.4236/ajibm.2026.167034 24 Downloads 432 Views Citations

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