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ResearchFormerly WizWand

Blood Glucose Forecasting on OhioT1DM Combined (test)

10.03RMSEGlucoNet+KD, {(128, 64)}
9.322814.096418.8723.6436Nov 16, 2024
Updated 7mo ago

Evaluation results

MethodLinks
GlucoNet+KD, {(128, 64)}Input Features=BGL, Insulin, Carbs2024.1110.036.95
GlyRAGInput Features=BGL, Context2024.1110.616.19
TimesFMInput Features=BGL2024.1111.466.69
PatchTSTInput Features=BGL, Insulin, Carbs2024.1115.619.23
Sequential-TInput Features=BGL, Insulin, Carbs2024.11169.45
MTL-LSTMInput Features=BGL, Insulin, Carbs2024.1116.0610.64
CrossformerInput Features=BGL, Insulin, Carbs2024.1116.1210.11
iTransformerInput Features=BGL, Insulin, Carbs2024.1116.549.69
TimeXerInput Features=BGL, Insulin, Carbs2024.1116.9810.48
GluformerInput Features=BGL2024.1117.2710.86
GlySimInput Features=BGL, Insulin, Carbs2024.1117.512.3
Recurrent Self-AttentionInput Features=BGL, Insulin, Carbs2024.1117.82—
CNN-RNNInput Features=BGL, Insulin, Carbs, Exercise2024.1118.813.2
TransformerInput Features=BGL, Insulin, Carbs2024.1127.7122.24