Quantitative Methods · Quantitative Biology
GlucoBench: Curated List of Continuous Glucose Monitoring Datasets with Prediction Benchmarks
Renat Sergazinov, Elizabeth Chun, Valeriya Rogovchenko, Nathaniel Fernandes +2
2024-10-10
Applications · Statistics
Glucodensity Functional Profiles Outperform Traditional Continuous Glucose Monitoring Metrics
Marcos Matabuena, Rahul Ghosal, Javier Enrique Aguilar, Robert Wagner +5
2024-10-02
Quantitative Methods · Quantitative Biology
Predicting the meal macronutrient composition from continuous glucose monitors
Zepeng Huo, Bobak J. Mortazavi, Theodora Chaspari, Nicolaas Deutz +2
2022-06-24
Quantitative Methods · Quantitative Biology
cgmquantify: Python and R packages for comprehensive analysis of interstitial glucose and glycemic variability from continuous glucose monitor data
Brinnae Bent, Maria Henriquez, Jessilyn Dunn
2021-10-05
Applications · Statistics
Glucodensities: a new representation of glucose profiles using distributional data analysis
Marcos Matabuena, Alexander Petersen, Juan C. Vidal, Francisco Gude
2021-03-30
Machine Learning · Statistics
Prediction of Daytime Hypoglycemic Events Using Continuous Glucose Monitoring Data and Classification Technique
Miyeon Jung, You-Bin Lee, Sang-Man Jin, Sung-Min Park
2017-05-01
Artificial Intelligence · Computer Science
Toward Short-Term Glucose Prediction Solely Based on CGM Time Series
Ming Cheng, Xingjian Diao, Ziyi Zhou, Yanjun Cui +2
2024-04-19
Quantitative Methods · Quantitative Biology
A Large Sensor Foundation Model Pretrained on Continuous Glucose Monitor Data for Diabetes Management
Junjie Luo, Abhimanyu Kumbara, Mansur Shomali, Rui Han +3
2025-08-04
Quantitative Methods · Quantitative Biology
Beyond Scalar Metrics: Functional Data Analysis of Postprandial Continuous Glucose Monitoring in the AEGIS Study
Marcos Matabuena, Joe Sartini, Francisco Gude
2026-04-03
Quantitative Methods · Quantitative Biology
A System of ODEs for Representing Trends of CGM Signals
Giulia Elena Aliffi, Giovanni Nastasi, Vittorio Romano, Dario Pitocco +3
2023-08-15
Signal Processing · Electrical Eng. & Systems
Short Term Blood Glucose Prediction based on Continuous Glucose Monitoring Data
Ali Mohebbi, Alexander R. Johansen, Nicklas Hansen, Peter E. Christensen +4
2020-07-17
Quantitative Methods · Quantitative Biology
CGM Data Analysis 2.0: Functional Data Pattern Recognition and Artificial Intelligence Applications
David C. Klonoff, Richard M. Bergenstal, Eda Cengiz, Mark A. Clements +15
2025-05-14
Medical Physics · Physics
Non-Invasive Glucose Monitoring Techniques: A review and current trends
Raju Poddar, Joseph Thomas Andrews, Pratyoosh Shukla, Pratima Sen
2008-11-03
Applications · Statistics
Fast variable selection for distributional regression with application to continuous glucose monitoring data
Alexander Coulter, Rashmi N. Aurora, Naresh M. Punjabi, Irina Gaynanova
2025-12-22
Quantitative Methods · Quantitative Biology
From Glucose Patterns to Health Outcomes: A Generalizable Foundation Model for Continuous Glucose Monitor Data Analysis
Guy Lutsker, Gal Sapir, Smadar Shilo, Jordi Merino +10
2025-01-08