Abdulaziz Ahmed

26 papers Journal 24Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Early Prediction of Liver Cirrhosis Up to Three Years in Advance: A Machine Learning Study Benchmarking Against the FIB-4 Score.
CoRR
Zhuqi Miao, Sujan Ravi, Abdulaziz Ahmed
2025 J jnl
A Large Language Model Based Pipeline for Review of Systems Entity Recognition from Clinical Notes.
CoRR
Hieu Nghiem, Hemanth Reddy Singareddy, Zhuqi Miao, Jivan Lamichhane, Abdulaziz Ahmed, Johnson Thomas, Dursun Delen, William Paiva
2025 J jnl
A stochastic programming approach for the scheduling of medical interpreting service under uncertainty.
CoRR
Abdulaziz Ahmed, Aida Jebali
2025 J jnl
An Artificial Intelligence-Based Framework for Predicting Emergency Department Overcrowding: Development and Evaluation Study.
CoRR
Orhun Vural, Bunyamin Ozaydin, Khalid Y. Aram, James Booth, Brittany F. Lindsey, Abdulaziz Ahmed
2025 J jnl
Assessing the Impact of External and Internal Factors on Emergency Department Overcrowding.
CoRR
Abdulaziz Ahmed, Khalid Y. Aram, Mohammed Alzeen, Orhun Vural, James Booth, Brittany F. Lindsey, Bunyamin Ozaydin
2025 J jnl
Deep Learning-Based Forecasting of Boarding Patient Counts to Address ED Overcrowding.
CoRR
Orhun Vural, Bunyamin Ozaydin, Khalid Y. Aram, James Booth, Brittany F. Lindsey, Abdulaziz Ahmed
2025 J jnl
Deep Learning-Based Forecasting of Boarding Patient Counts to Address Emergency Department Overcrowding.
Informatics
Orhun Vural, Bunyamin Ozaydin, James Booth, Brittany F. Lindsey, Abdulaziz Ahmed
2025 J jnl
Dimension selection: an innovative metaheuristic strategy for particle swarm optimization.
Clust. Comput.
Tareq M. Shami, Qasem Al-Tashi, Nima Khodadadi, Said Jadid Abdulkadir, Abdulaziz Ahmed, Seyedali Mirjalili
2025 J jnl
Large Language Models in Healthcare.
CoRR
Mohammed Ali Al-Garadi, Tushar Mungle, Abdulaziz Ahmed, Abeed Sarker, Zhuqi Miao, Michael E. Matheny
2025 J jnl
Leveraging Large Language Models to Enhance Machine Learning Interpretability and Predictive Performance: A Case Study on Emergency Department Returns for Mental Health Patients.
CoRR
Abdulaziz Ahmed, Mohammad Saleem, Mohammed Alzeen, Badari Birur, Rachel E. Fargason, Bradley G. Burk, Hannah Rose Harkins, Ahmed Alhassan, Mohammed Ali Al-Garadi
2024 J jnl
A novel hyperparameter search approach for accuracy and simplicity in disease prediction risk scoring.
J. Am. Medical Informatics Assoc.
Yajun Lu, Thanh Duong, Zhuqi Miao, Thanh Thieu, Jivan Lamichhane, Abdulaziz Ahmed, Dursun Delen
2024 J jnl
An Adaptive Simulated Annealing-Based Machine Learning Approach for Developing an E-Triage Tool for Hospital Emergency Operations.
Inf. Syst. Frontiers
Abdulaziz Ahmed, Mohammed Al-Maamari, Mohammad Firouz, Dursun Delen
2024 J jnl
Estimation of racial and language disparities in pediatric emergency department triage using statistical modeling and natural language processing.
J. Am. Medical Informatics Assoc.
Seung-Yup (Joshua) Lee, Mohammed Alzeen, Abdulaziz Ahmed
2024 J jnl
Machine learning applications in studying mental health among immigrants and racial and ethnic minorities: an exploratory scoping review.
BMC Medical Informatics Decis. Mak.
Khushbu Khatri Park, Mohammad Saleem, Mohammed Ali Al-Garadi, Abdulaziz Ahmed
2024 J jnl
What makes accidents severe! explainable analytics framework with parameter optimization.
Eur. J. Oper. Res.
Abdulaziz Ahmed, Kazim Topuz, Murad A. Moqbel, Ismail Abdulrashid
2023 — conf
A Practical and Empirical Comparison of Three Topic Modeling Methods Using a COVID-19 Corpus: LSA, LDA, and Top2Vec.
HICSS
Ferhat D. Zengul, Aysegul Bulut, Nurettin Oner, Abdulaziz Ahmed, Manju Yadav, Hope G. Gray, Bunyamin Ozaydin
2023 J jnl
An AI-based Decision Support System for Predicting Mental Health Disorders.
Inf. Syst. Frontiers
Salih Tutun, Marina E. Johnson, Abdulaziz Ahmed, Abdullah Albizri, Sedat Irgil, Ilker Yesilkaya, Esma Nur Ucar, Tanalp Sengun, Antoine Harfouche
2023 — conf
Evaluation of a COVID-19 Risk Tool.
MedInfo
Sue S. Feldman, Abdulaziz Ahmed, Justine F. Maxwell, Benjamin L. Schooley
2023 J jnl
Machine Learning Applications in Studying Mental Health Among Immigrants and Racial and Ethnic Minorities: A Systematic Review.
CoRR
Khushbu Khatri Park, Abdulaziz Ahmed, Mohammed Ali Al-Garadi
2023 J jnl
Using natural language processing to characterize and predict homeopathic product-associated adverse events in consumer reviews: comparison to reports to FDA Adverse Event Reporting System (FAERS).
J. Am. Medical Informatics Assoc.
Karen Konkel, Nurettin Oner, Abdulaziz Ahmed, S. Christopher Jones, Eta S. Berner, Ferhat D. Zengul
2022 J jnl
A Study of Left Before Treatment Complete Emergency Department Patients: An Optimized Explanatory Machine Learning Framework.
CoRR
Abdulaziz Ahmed, Khalid Y. Aram, Salih Tutun
2022 J jnl
An Adaptive Simulated Annealing-Based Machine Learning Approach for Developing an E-Triage Tool for Hospital Emergency Operations.
CoRR
Abdulaziz Ahmed, Mohammed Al-Maamari, Mohammad Firouz, Dursun Delen
2022 J jnl
An Integrated Optimization and Machine Learning Models to Predict the Admission Status of Emergency Patients.
CoRR
Abdulaziz Ahmed, Omar Ashour, Haneen Ali, Mohammad Firouz
2022 J jnl
An integrated optimization and machine learning approach to predict the admission status of emergency patients.
Expert Syst. Appl.
Abdulaziz Ahmed, Omar Ashour, Haneen Ali, Mohammad Firouz
2022 J jnl
Mitigating urinary incontinence condition using machine learning.
BMC Medical Informatics Decis. Mak.
Haneen Ali, Abdulaziz Ahmed, Carlos Olivos, Khaled Khamis, Jia Liu
2021 J jnl
A machine learning framework for predicting long-term graft survival after kidney transplantation.
Expert Syst. Appl.
Samarra Badrouchi, Abdulaziz Ahmed, Mohamed Mongi Bacha, Ezzedine Abderrahim, Taieb Ben Abdallah