Table 4 Distribution of the imaging dataset based on inter-observer and per-annotator agreement levels.
From: GastroHUN an Endoscopy Dataset of Complete Systematic Screening Protocol for the Stomach
Image Dataset Distribution | |||||
|---|---|---|---|---|---|
Strategy | Training label | Team | Train | Valid | Test |
Consensus | All | A & B | 3,722 | 793 | 803 |
Triple | A & B | 5,228 | 1,103 | 803 | |
FG | A | 4,244 | 918 | 803 | |
G | B | 5,028 | 1,078 | 803 | |
FG1 - G1 | A & B | 4,940 | 1,064 | 803 | |
FG1 - G2 | A & B | 4,811 | 988 | 803 | |
FG2 - G1 | A & B | 4,553 | 982 | 803 | |
FG2 - G2 | A & B | 4,528 | 953 | 803 | |
Annotator | FG(1,2) - G(1,2) | A & B | 6,165 | 1,316 | 803 |
Patients | — | 270 | 58 | 59 | |
Percentage | — | 70% | 15% | 15% | |