CGMacros: dual-CGM + Fitbit + meal macronutrients/photos in healthy, pre-diabetes and T2D adults (PhysioNet). Recorded signals include cgm, activity. Licence: Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International.
We present CGMacros, a dataset containing multimodal information from two continuous glucose monitors (CGM), food macronutrients, food photographs, and physical activity, in addition to anonymized participant demographics, anthropometric measurements and health parameters from blood analyses and gut microbiome profiles. CGMacros contains data from 45 study participants (15 healthy adults, 16 with pre-diabetes, and 14 with Type 2 diabetes) who consumed meals with varying and known macronutrient compositions in a free-living setting for ten consecutive days. To our knowledge, this is the first database of its kind to be made publicly available. CGMacros, and larger publicly available datasets that we hope may follow, are essential to democratize academic research in personalized nutrition and algorithmic approaches to automated diet monitoring.
Verbatim fromPhysioNet· Licence: Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International Public License
Icons show the form factor: we have no openly licensed or manufacturer-cleared photo of these exact devices yet.
GlucoAgent: Personalized Glucose Forecasting from Multimodal Personal Context (Meta Reality Labs; arXiv 2611.04126)EvaluationarXiv 2611.04126v1 · 2026
GlucoPRISM: Protocol-Supervised Pretraining for Cross-Cohort Glucose TransferarXiv 2610.12528v1 · 2026
Toward World Modeling of Physiological Signals with Chaos-Theoretic Balancing and Latent DynamicsarXiv preprint · 2026#44 of 158 most-used datasets by published papers and models
Browse these 3 papers in the research explorer (filtered to CGMacros: dual-CGM + Fitbit + meal macronutrients/photos in healthy, pre-diabetes and T2D adults (PhysioNet))
CGMacros: dual-CGM + Fitbit + meal macronutrients/photos in healthy, pre-diabetes and T2D adults (PhysioNet) [Data set]. (n.d.). physionet. https://doi.org/10.13026/3z8q-x658
@misc{cgmacroscgmacros,
title = {{CGMacros: dual-CGM + Fitbit + meal macronutrients/photos in healthy, pre-diabetes and T2D adults (PhysioNet)}},
howpublished = {physionet},
doi = {10.13026/3z8q-x658}
}Cite the dated snapshot 2026-10 for a fixed, reproducible version. Please also cite the original publications listed above.
ChatPPG. (2026). CGMacros: dual-CGM + Fitbit + meal macronutrients/photos in healthy, pre-diabetes and T2D adults (PhysioNet): dataset record (Version 2026-10) [Data set]. ChatPPG Research Hub. https://chatppg.com/research/datasets/cgmacros
@misc{chatppg_dataset_cgmacros,
author = {{ChatPPG}},
title = {{CGMacros: dual-CGM + Fitbit + meal macronutrients/photos in healthy, pre-diabetes and T2D adults (PhysioNet): dataset record}},
year = {2026},
month = nov,
version = {2026-10},
howpublished = {\url{https://chatppg.com/research/datasets/cgmacros}},
note = {ChatPPG Research Hub, Snapshot 2026-10, https://chatppg.com/research/snapshots/2026-10}
}cff-version: 1.2.0 message: "If you use this resource, please cite it as below." type: dataset title: "CGMacros: dual-CGM + Fitbit + meal macronutrients/photos in healthy, pre-diabetes and T2D adults (PhysioNet): dataset record" authors: - name: "ChatPPG" url: "https://chatppg.com/research/datasets/cgmacros" repository-artifact: "https://chatppg.com/research/snapshots/2026-10" version: "2026-10" date-released: "2026-11-05"
Record updated
GlucoAgent: Personalized Glucose Forecasting from Multimodal Personal Context (Meta Reality Labs; arXiv 2611.04126)Uses CGMacros: dual-CGM + Fitbit + meal macronutrients/photos in healthy, pre-diabetes and T2D adults (PhysioNet)arXiv 2611.04126v1 · 2026GlucoPRISM: Protocol-Supervised Pretraining for Cross-Cohort Glucose TransferUses CGMacros: dual-CGM + Fitbit + meal macronutrients/photos in healthy, pre-diabetes and T2D adults (PhysioNet)arXiv 2610.12528v1 · 2026Toward World Modeling of Physiological Signals with Chaos-Theoretic Balancing and Latent DynamicsUses CGMacros: dual-CGM + Fitbit + meal macronutrients/photos in healthy, pre-diabetes and T2D adults (PhysioNet)arXiv preprint · 2026
GlucoAgentUses CGMacros: dual-CGM + Fitbit + meal macronutrients/photos in healthy, pre-diabetes and T2D adults (PhysioNet)code-writing LLM agent for personalised glucose forecasting from CGM + smartwatch + mealsGlucoseHRmeal logs/photos2026
NormWear-2Uses CGMacros: dual-CGM + Fitbit + meal macronutrients/photos in healthy, pre-diabetes and T2D adults (PhysioNet)Foundation modelPPGECGIMU2026 · Open weights