SHAP Explainability - Articles - Scientific Research Publishing

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 37 Downloads 230 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 20 Downloads 165 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 486 Downloads 6,447 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 159 Downloads 908 Views Citations
Importance of Machine Learning Models in Healthcare Fraud Detection (Articles)

Leelakumar Raja Lekkala

Voice of the Publisher Vol.9 No.4，October 31, 2023

DOI: 10.4236/vp.2023.94017 212 Downloads 1,058 Views Citations
Interpretable Machine Learning Framework for Predicting Treatment Resistance in Psychiatric Disorders Using Synthetic Pharmacogenomic and Clinical Data (Articles)

Rocco de Filippis, Abdullah Al Foysal

Open Access Library Journal Vol.12 No.8，August 25, 2025

DOI: 10.4236/oalib.1113870 28 Downloads 128 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 337 Downloads 1,848 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 33 Downloads 240 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 55 Downloads 286 Views Citations
The Provision of Legal Services to Consumers Using LawTech Tools: From “Service” to “Legal Product” (Articles)

Susana Navas

Open Journal of Social Sciences Vol.7 No.11，November 15, 2019

DOI: 10.4236/jss.2019.711007 1,562 Downloads 2,803 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 44 Downloads 428 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 37 Downloads 366 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 40 Downloads 406 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 23 Downloads 102 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 67 Downloads 426 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 15 Downloads 114 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 14 Downloads 144 Views Citations

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