Explainable AI SHAP - Articles - Scientific Research Publishing

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 268 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 238 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 812 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 750 Views Citations
Risk-Aware AI Models for Financial Fraud Detection: Scalable Inference from Big Transactional Data (Articles)

Utham Kumar Anugula Sethupathy

International Journal of Intelligence Science Vol.15 No.4, September 3, 2025

DOI: 10.4236/ijis.2025.154009 110 Downloads 1,100 Views Citations
Explainable Analysis of Deep Learning Models for Coronavirus Disease (COVID-19) Classification with Chest X-Ray Images: Towards Practical Applications (Articles)

Eri Matsuyama, Haruyuki Watanabe, Noriyuki Takahashi

Open Journal of Medical Imaging Vol.12 No.3, July 19, 2022

DOI: 10.4236/ojmi.2022.123009 436 Downloads 2,189 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 559 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 417 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 95 Downloads 535 Views Citations
A Breast Density Classification System for Mammography Considering Reliability Issues in Deep Learning (Articles)

Eri Matsuyama, Megumi Takehara, Noriyuki Takahashi, Haruyuki Watanabe

Open Journal of Medical Imaging Vol.13 No.3, August 7, 2023

DOI: 10.4236/ojmi.2023.133007 641 Downloads 1,774 Views Citations
Pharmacogenomic Approaches to Predicting Susceptibility to Neuroleptic Malignant Syndrome and Severe Anticholinergic Adverse Effects: A Multi-Modal Explainable AI Framework (Articles)

Rocco de Filippis, Abdullah Al Foysal

Open Access Library Journal Vol.12 No.6, June 23, 2025

DOI: 10.4236/oalib.1113517 64 Downloads 1,018 Views Citations
An Explainable Wavelet-Based Feature Decomposition and Machine Learning Framework for Land Cover Classification (Articles)

Saviour Mantey, Richmond Akwasi Nsiah, Maame Boama Poku

Open Journal of Applied Sciences Vol.16 No.1, January 4, 2026

DOI: 10.4236/ojapps.2026.161005 59 Downloads 516 Views Citations
Machine Learning Methods in Competitive Swimming Analysis: Paradigm Evolution, Architectural Framework, and Future Prospects (Articles)

Sujing Su, Houwei Zhu

Open Access Library Journal Vol.13 No.1, January 14, 2026

DOI: 10.4236/oalib.1114824 45 Downloads 342 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 672 Views Citations
Ethical AI in Banking: A Sectoral Literature Review with Case-Based Interventions (Articles)

John Smit

Open Journal of Business and Management Vol.13 No.4, June 16, 2025

DOI: 10.4236/ojbm.2025.134125 251 Downloads 1,843 Views Citations
Archaic Methods in a Data Rich World: Why Educational Research Must Embrace AI Research Methods (Articles)

Thomas Mgonja

Open Journal of Social Sciences Vol.13 No.11, November 25, 2025

DOI: 10.4236/jss.2025.1311030 55 Downloads 352 Views Citations
The Double-Edged Sword of AI in Cybersecurity: Organizational Risks, Defensive Strategies, and Governance Implications (Articles)

Nonye Peter Awurum

Open Access Library Journal Vol.12 No.11, November 7, 2025

DOI: 10.4236/oalib.1114211 76 Downloads 691 Views Citations
Bridging the Gap: Improving Agentic AI with Strong and Safe Data Practices (Articles)

Anil Kumar Soni, Ravinder Kumar

Journal of Intelligent Learning Systems and Applications Vol.17 No.4, November 5, 2025

DOI: 10.4236/jilsa.2025.174016 66 Downloads 569 Views Citations
Systematic Reviews: Exploring Consumer Acceptance of AI (Articles)

Ryan Yu

Open Journal of Business and Management Vol.13 No.2, February 13, 2025

DOI: 10.4236/ojbm.2025.132042 736 Downloads 1,797 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 197 Downloads 1,490 Views Citations

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