Abdullah Mamun

PhD student, Arizona State University

Joined

May 2023

Names

Abdullah Mamun (Preferred)

Emails

****@asu.edu (Confirmed)

Personal Links

Homepage

Google Scholar

ORCID

Career & Education History

PhD student

Arizona State University (asu.edu)

2022 – 2026

Instructor

Arizona State University (asu.edu)

2024 – 2024

PhD student

Washington State University (wsu.edu)

2021 – 2021

Lecturer

United International University (uiu.ac.bd)

2019 – 2021

Undergrad student

Bangladesh University of Engineering and Technology (buet.ac.bd)

2014 – 2018

Advisors, Relations & Conflicts

PhD Advisor

Hassan Ghasemzadeh

2021 – Present

Expertise

Deep learning

Present

Mobile health

Present

RNNs

Present

Time-series

Present

Generative AI

Present

Large Language Models

Present

Explainable AI

Present

Trustworthy AI

Present

Publications

Actsafe: Predicting violations of medical temporal constraints for medication adherence
Parker Seegmiller, Joseph Gatto, Abdullah Mamun, Hassan Ghasemzadeh, Diane Cook, John Stankovic, Sarah Masud Preum
- arXiv
- Readers: Everyone
AI-Powered Wearable Sensors for Health Monitoring and Clinical Decision Making
Shovito Barua Soumma, Abdullah Mamun, Hassan Ghasemzadeh
- Current Opinion in Biomedical Engineering
- Readers: Everyone
Trustworthy AI in Digital Health: A Comprehensive Review of Robustness and Explainability
Abdullah Mamun, Shovito Barua Soumma, Hassan Ghasemzadeh
- Progress in Biomedical Engineering
- Readers: Everyone
AIMI: Leveraging Future Knowledge and Personalization in Sparse Event Forecasting for Treatment Adherence
Abdullah Mamun, Diane Cook, Hassan Ghasemzadeh
- arXiv
- Readers: Everyone
LLM-Powered Prediction of Hyperglycemia and Discovery of Behavioral Treatment Pathways from Wearables and Diet
Abdullah Mamun, Asiful Arefeen, Susan B. Racette, Dorothy D. Sears, Corrie M. Whisner, Matthew P. Buman, Hassan Ghasemzadeh
- Sensors
- Readers: Everyone
Freezing of Gait Detection Using Gramian Angular Fields and Federated Learning from Wearable Sensors
Shovito Barua Soumma, S M Raihanul Alam, Rudmila Rahman, Umme Niraj Mahi, Abdullah Mamun, Sayyed Mostafa Mostafavi, Hassan Ghasemzadeh
- The 47th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), July 14–17, 2025, Copenhagen, Denmark
- Readers: Everyone
Enhancing Metabolic Syndrome Prediction with Hybrid Data Balancing and Counterfactuals
Sanyam Paresh Shah, Abdullah Mamun, Shovito Barua Soumma, Hassan Ghasemzadeh
- The 47th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), July 14–17, 2025, Copenhagen, Denmark.
- Readers: Everyone
Use of What-if Scenarios to Help Explain Artificial Intelligence Models for Neonatal Health
Abdullah Mamun, Lawrence D. Devoe, Mark I. Evans, David W. Britt, Judith Klein-Seetharaman, Hassan Ghasemzadeh
- ACM Transactions on Computing for Healthcare (ACM Health)
- Readers: Everyone
Domain-Informed Label Fusion Surpasses LLMs in Free-Living Activity Classification (Student Abstract)
Shovito Barua Soumma, Abdullah Mamun, Hassan Ghasemzadeh
- The 39th Annual AAAI Conference on Artificial Intelligence (AAAI-25)
- Readers: Everyone
Neonatal Risk Modeling and Prediction
Abdullah Mamun, Chia-Cheng Kuo, David W. Britt, Lawrence D. Devoe, Mark I. Evans, Hassan Ghasemzadeh, Judith Klein-Seetharaman
- 2023 IEEE 19th International Conference on Body Sensor Networks (BSN)
- Readers: Everyone

View all 12 publications

Abdullah Mamun

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

Co-Authors