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Table 2 Description of datasets: Oral intake and gastric infusion, Dataset C, and the test set: Dataset D. Dataset C used meals and gastric infusions, whereas dataset D only used meals

From: Feed-forward neural network model for hunger and satiety related VAS score prediction

Data Source

Data Name

G

C

P

H

S

F

D

Sub

T s

T e

Ml/If

NPS

Dataset C

ho

✓

✓

✓

✓

✓

✓

✓

15

–10

180

30

9

 

hs

✓

✓

✓

✓

✓

✓

✓

15

–10

180

30

9

 

uhs

✓

✓

✓

✓

✓

✓

✓

15

–10

180

30

9

Dataset D

d3

✓

✗

✗

✓

✓

✓

✓

15

0

270

0

10

 

d4

✓

✗

✗

✓

✓

✓

✓

15

0

270

0

10

  1. The letters or abbreviation in the headers are as follows: DataName = macro-nutrient type or intake form; G = GLP-1 (pmol/l); C = CCK (pmol/l); P = PYY (pg/ml); H = VAS for Hunger; S = VAS for Satiety; F = VAS for Fullness; D = VAS for Desire to eat; Sub = Number of subjects; Ts = Tstart (min); Te = Tend (min); Ml/If = time point/range for Meal/Infusion; NPS = Number of Plasma Samples. A check mark (✓) indicates that the corresponding satiety hormone measurements and/or VAS scores were available, while a cross mark (✗) indicates non-availability of the measurements