SHAP Interpretability - Articles - Scientific Research Publishing

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 426 Views Citations
This article belongs to the Special Issue on Artificial Intelligence in Medicine and Healthcare
Explainable Machine Learning in Risk Management: Balancing Accuracy and Interpretability (Articles)

Mengdie Wang, Xuguang Zhang, Yongbin Yang, Jiyuan Wang

Journal of Financial Risk Management Vol.14 No.3, July 14, 2025

DOI: 10.4236/jfrm.2025.143011 225 Downloads 1,622 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 52 Downloads 518 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
New Trend in Fintech: Research on Artificial Intelligence Model Interpretability in Financial Fields (Articles)

Han Yan, Sheng Lin

Open Journal of Applied Sciences Vol.9 No.10, October 24, 2019

DOI: 10.4236/ojapps.2019.910062 1,634 Downloads 3,881 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 8,249 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 323 Downloads 1,635 Views Citations
MMGCF: Generating Counterfactual Explanations for Molecular Property Prediction via Motif Rebuild (Articles)

Xiuping Zhang, Qun Liu, Rui Han

Journal of Computer and Communications Vol.13 No.1, January 31, 2025

DOI: 10.4236/jcc.2025.131011 147 Downloads 861 Views Citations
Optimization of Complex Spray Drying Operations in Manufacturing Using Machine Learning: Evaluating Techniques for Energy Efficiency and Product Quality Enhancement (Articles)

Lawrence A. Farinola, Daulet Bazarkhan

Open Journal of Applied Sciences Vol.15 No.9, September 17, 2025

DOI: 10.4236/ojapps.2025.159179 103 Downloads 518 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 553 Downloads 2,848 Views Citations
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 528 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 621 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 508 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 385 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 491 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 370 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 294 Views Citations
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 615 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 272 Views Citations
Unlocking Causal Relationships in Commercial Banking Risk Management: An Examination of Explainable AI Integration with Multi-Factor Risk Models (Articles)

Bing Hu, Yi Wu

Journal of Financial Risk Management Vol.12 No.3, September 28, 2023

DOI: 10.4236/jfrm.2023.123014 594 Downloads 2,262 Views Citations

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