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Computational modeling enables individual assessment of postprandial glucose and insulin responses after bariatric surgery
2024-11-27
endocrinology
Title + abstract only
View on medRxiv
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Bariatric surgery enhances glucose metabolism, yet the detailed postprandial joint glucose and insulin responses, variability in individual outcomes, and differences in surgical approaches remain poorly understood. To address this, we used hierarchical multi-output Gaussian process (HMOGP) regression to reveal clinically relevant patterns between persons undergoing two types of bariatric surgery by modeling the individual postprandial glucose and insulin responses and estimating the average resp...
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