5 citations · 8 across the 11 of their papers we have counts for
3 papers · 1 filter
ARTA: Graph Combinatorial Optimization for Robust Interbeat Interval Estimation from Wearable Electrocardiogram Signals
Shovito Barua Soumma, Asiful Arefeen, Hassan Ghasemzadeh
Accurate heart rate (HR) and interbeat interval (IBI) estimation from wearable electrocardiogram (ECG) is essential for continuous physiological monitoring, but motion artifacts ca…
Counterfactual Modeling with Fine-Tuned LLMs for Health Intervention Design and Sensor Data Augmentation
Shovito Barua Soumma, Asiful Arefeen, Stephanie M. Carpenter +2
Counterfactual explanations (CFEs) provide human-centric interpretability by identifying the minimal, actionable changes required to alter a machine learning model's prediction. Th…
GlyRAG: Context-Aware Retrieval-Augmented Framework for Blood Glucose Forecasting
Shovito Barua Soumma, Hassan Ghasemzadeh
Accurate blood glucose forecasting using continuous glucose monitoring (CGM) data can support the early prediction of dysglycemic risk. However, current neural-network-based foreca…