Keyphrases
Type 2 Diabetes Mellitus (T2DM)
100%
Type 2 Diabetes Prevention
100%
Metabolic Markers
100%
Machine Learning Models
33%
Performance Prediction
33%
Predicting the Future
33%
Machine Learning Based
33%
Clinical Risk Factors
33%
Mass Spectrometry
16%
Feature Selection
16%
Metabolic Profiling
16%
Area under the Receiver Operating Characteristic Curve
16%
Risk Factors
16%
Predictive Power
16%
Metabolomics
16%
Untargeted Metabolomics
16%
Functional Metabolomics
16%
Mannose
16%
Epidemiological Study
16%
Vitamin E
16%
Risk Classification
16%
Systems Medicine
16%
Type 2 Diabetes Risk
16%
Predictive Biomarker
16%
Regularized Least Squares
16%
Non-diabetic
16%
Feature Learning
16%
10-year Follow-up
16%
Future Risk
16%
Risk Markers
16%
Hydroxyproline
16%
French Cohort
16%
Marker-assisted Selection
16%
Metabolite Combination
16%
Bradykinin
16%
DESIR
16%
Integrated Discrimination Improvement
16%
Nested Cross-validation
16%
Statistical Association
16%
Least Squares Modeling
16%
Negatively Associated
16%
Multivariate Logistic Regression
16%
Insulin Resistance Syndrome
16%
Marker Panel
16%
Hydroxybutyrate
16%
INIS
risks
100%
machine learning
80%
panels
80%
metabolites
60%
auc
60%
values
40%
performance
40%
biological markers
40%
data
20%
power
20%
insulin
20%
glucose
20%
classification
20%
modeling
20%
validation
20%
mines
20%
curves
20%
mass spectrometry
20%
medicine
20%
france
20%
multivariate analysis
20%
hypothesis
20%
mannose
20%
least square fit
20%
tocopherols
20%
hydroxyproline
20%
bradykinin
20%
Neuroscience
Hydroxyproline
100%
Bradykinin
100%
Mass Spectrometry
100%
Metabolome
100%
Mannose
100%
Diabetes Mellitus
100%
Medicine and Dentistry
Maturity Onset Diabetes of the Young
100%
Metabolite
33%
Biological Marker
22%
Metabolomics
22%
Logistic Regression Analysis
11%
Cross-Validation
11%
Hydroxybutyric Acid
11%
Metabolic Syndrome
11%
Metabolome
11%
Least Square Analysis
11%
Mass Spectrum
11%
Prospective Study
11%
Diabetes Mellitus
11%
Mannose
11%
Systems Medicine
11%
Pharmacology, Toxicology and Pharmaceutical Science
Non Insulin Dependent Diabetes Mellitus
100%
Biological Marker
22%
Cross-Validation
11%
Prospective Study
11%
Hydroxybutyric Acid
11%
Mannose
11%
Metabolic Syndrome X
11%
Diabetes Mellitus
11%
Hydroxyproline
11%
Tocopherol
11%
Bradykinin
11%
Biochemistry, Genetics and Molecular Biology