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Projna Paromita

2 accepted papers

2021

A Sparse Coding Approach to Automatic Diet Monitoring with Continuous Glucose Monitors

ICASSP 2021accepted

Measuring dietary intake is a major challenge in the management of chronic diseases. Current methods rely on self-report measures, which are cumbersome to obtain and often unreliable. This article presents an approach to estimate dietary intake automatically by analyzing the post-prandial glucose re…

Cited by 0SourceScholar
2021

Towards The Development of Subject-Independent Inverse Metabolic Models

ICASSP 2021accepted

Diet monitoring is an important component of interventions in type 2 diabetes, but is time intensive and often inaccurate. To address this issue, we describe an approach to monitor diet automatically, by analyzing fluctuations in glucose after a meal is consumed. In particular, we evaluate three sta…

Cited by 0SourceScholar