ArticleIEEE open journal of engineering in medicine and biology2021
Cgmquantify: Python and R Software Packages for Comprehensive Analysis of Interstitial Glucose and Glycemic Variability from Continuous Glucose Monitor Data.
Article in IEEE open journal of engineering in medicine and biology, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
12 citing papers in PubMed.
- Glucose360: An Open-Source Python Platform with Event-Based Integration for Continuous Glucose Monitoring Data Analysis.Diabetes technology & therapeutics · 2026Article
- Sensor-based evaluation of intermittent fasting regimes: a machine learning and statistical approach.International journal of obesity (2005) · 2025Article
- Glucostats: an efficient Python library for glucose time series feature extraction and visual analysis.BMC bioinformatics · 2025Article
- Heterogeneity of continuous glucose monitoring features and their clinical associations in a type 2 diabetes population.Diabetes, obesity & metabolism · 2025Article
- From data to insights: a tool for comprehensive Quantification of Continuous Glucose Monitoring (QoCGM).PeerJ · 2025Article
- Glucose dysregulation and glycemic phenotyping in chronic migraine.Frontiers in neurology · 2025Article
- AGATA: A Toolbox for Automated Glucose Data Analysis.Journal of diabetes science and technology · 2024Article
- DISPEL: A Python Framework for Developing Measures From Digital Health Technologies.IEEE open journal of engineering in medicine and biology · 2024Article
- Long-Term Glucose Forecasting for Open-Source Automated Insulin Delivery Systems: A Machine Learning Study with Real-World Variability Analysis.Healthcare (Basel, Switzerland) · 2023Article
- Large-Scale Data Analysis for Glucose Variability Outcomes with Open-Source Automated Insulin Delivery Systems.Nutrients · 2022Article
- Mining associations between glycemic variability in awake-time and in-sleep among non-diabetic adults.Frontiers in medical technology · 2022Article
- The digital biomarker discovery pipeline: An open-source software platform for the development of digital biomarkers using mHealth and wearables data.Journal of clinical and translational science · 2020Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
3 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
PubMed holds no abstract for this paper.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.