I am Asiful Arefeen, PhD student in the Biomedical Informatics program at Arizona State University (ASU). I am working as a graduate research assistant at the Embedded Machine Intelligence Lab (EMIL) led by Dr Hassan Ghasemzadeh.
Before ASU, I started my PhD in Computer Science at Washington State University (WSU) in 2020 but got transferred after a year. Prior to WSU, I completed my undergrad from Bangladesh University of Engineering and Technology (BUET) back in 2019.
I am interested in Explainable AI, Counterfactual Explanations techniques, AI driven intervention design, and Machine Learning Applications in Health Monitoring Algorithm/System development.
PhD Biomedical Informatics
Arizona State University
MS Coumputer Science
Arizona State University
MS Biomedical Informatics
Arizona State University
BS Electrical Engineering
Bangladesh University of Eng. & Tech.
GlyCoach presents a novel approach to charaterize the decision boundary of a model and leverage it to generate counterfactual expalantions reflecting user preferences.
Accurately forecasts future blood glucose level and predicts dysglycemic events thereby.
GlySim accurately forecasts future blood glucose level, intervenes by identifying the factor contributing most towards blood glucose spike and suggests optimal behavioral change to avoid abnormality.
[May, 2024] Shovito and Asif received 2024 CHS Student Heat and Health Research Challenge Award.
[Jan, 2024] Asif’s poster GlyCoach won the best poster award on ASU College of Health Solutions Faculty Research Day.
[Nov, 2023] Asif received the NIH T32 Institutional Training Grant for AI in Precision Nutrition (AIPrN) Research.
[Aug, 2023] Asif received NSF Student Travel Award to attend IEEE BHI'23 at Pittsburgh, PA.
