SHAP - Articles - Scientific Research Publishing

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 648 Downloads 8,021 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 256 Downloads 1,496 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 476 Downloads 2,667 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 65 Downloads 503 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 97 Downloads 547 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 74 Downloads 466 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 45 Downloads 360 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 43 Downloads 408 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 334 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 42 Downloads 266 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 41 Downloads 344 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 92 Downloads 520 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 31 Downloads 231 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 64 Downloads 802 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 68 Downloads 742 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 735 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 55 Downloads 409 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 70 Downloads 659 Views Citations
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 196 Downloads 1,444 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 47 Downloads 471 Views Citations

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