The paper applies causal inference to breath VOCs such as acetone and builds ML classifiers plus risk ranking to identify and stratify diabetes cases from non-invasive markers.
Deciphering the complex interplay between pancreatic cancer, diabetes mellitus subtypes and obesity/bmi through causal infer- ence and mediation analyses.Gut, 70(2):319–329
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.LG 1years
2026 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
Can Breath Biomarkers Causally Influence Blood Glucose? Investigating VOC-Mediated Modulation in Diabetes
The paper applies causal inference to breath VOCs such as acetone and builds ML classifiers plus risk ranking to identify and stratify diabetes cases from non-invasive markers.