Skip to main content
. Author manuscript; available in PMC: 2024 Dec 1.
Published in final edited form as: Comput Methods Programs Biomed. 2023 Oct 2;242:107839. doi: 10.1016/j.cmpb.2023.107839

Table 1:

Class-specific, slide-based AUC values and 95% confidence intervals (CI) obtained through multiple runs of both experiments. Deviations are indicated in bold.

Experiment ML Service (GPU) Run normal AUC [CI] LUAD AUC [CI] LSCC AUC [CI]
Experiment 1 Vertex AI (T4) 1 0.99014 [ 0.98125 , 0.99651 ] 0.87259 [ 0.82324 , 0.91476 ] 0.90489 [ 0.85869 , 0.94591 ]
2 0.99014 [ 0.98125 , 0.99651 ] 0 87259 [ 0.82324 , 0.91476 ] 0.90489 [ 0.85869 , 0.94591 ]
3 0.99014 [ 0.98125 , 0.99651 ] 0.87259 [ 0.82324 , 0.91476 ] 0.90489 [ 0.85869 , 0.94591 ]
4 0.99014 [ 0.98125 , 0.99651 ] 0.87259 [ 0.82324 , 0.91476 ] 0.90489 [ 0.85869 , 0.94591 ]
5 0.99014 [ 0.98125 , 0.99651 ] 0.87259 [ 0.82324 , 0.91476 ] 0.90489 [ 0.85869 , 0.94591 ]
6 0.99442 [0.98841, 0.99876] 0.93344 [0.90058, 0.96134] 0.92875 [0.89293, 0.95844]
7 0.99014 [ 0.98125 , 0.99651 ] 0.87259 [ 0.82324 , 0.91476 ] 0.90489 [ 0.85869 , 0.94591 ]
8 0.99014 [ 0.98125 , 0.99651 ] 0.87259 [ 0.82324 , 0.91476 ] 0.90489 [ 0.85869 , 0.94591 ]
9 0.99014 [ 0.98125 , 0.99651 ] 0.87259 [ 0.82324 , 0.91476 ] 0.90489 [ 0.85869 , 0.94591 ]
10 0.99014 [ 0.98125 , 0.99651 ] 0.87259 [ 0.82324 , 0.91476 ] 0.90489 [ 0.85869 , 0.94591 ]
Experiment 2 Colaboratory Free (T4) 1 0.81100 [0.75148, 0.87246] 0.69780 [0.63447, 0.75574] 0.85050 [0.80244, 0.89452]
2 0.81095 [ 0.74732 , 0.87279 ] 0.69795 [ 0.62736 , 0.75974 ] 0.85050 [ 0.80170 , 0.89663 ]
3 0.81095 [ 0.74732 , 0.87279 ] 0.69795 [ 0.62736 , 0.75974 ] 0.85050 [ 0.80170 , 0.89663 ]
4 0.81095 [ 0.74732 , 0.87279 ] 0.69795 [ 0.62736 , 0.75974 ] 0.85050 [ 0.80170 , 0.89663 ]
5 0.81095 [0.74802, 0.86944] 0.69775 [0.63239, 0.75791] 0.85055 [0.80178, 0.89628]
6 0.81095 [ 0.74732 , 0.87279 ] 0.69795 [ 0.62736 , 0.75974 ] 0.85050 [ 0.80170 , 0.89663 ]
7 0.81130 [0.74908, 0.87176] 0.69680 [0.63242, 0.75899] 0.85035 [0.80094, 0.89642]
8 0.81100 [0.75148, 0.87246] 0.69780 [0.63447, 0.75574] 0.85050 [0.80244, 0.89452]
9 0.81095 [ 0.74732 , 0.87279 ] 0.69795 [ 0.62736 , 0.75974 ] 0.85050 [ 0.80170 , 0.89663 ]
10 0.81095 [ 0.74732 , 0.87279 ] 0.69795 [ 0.62736 , 0.75974 ] 0.85050 [ 0.80170 , 0.89663 ]
Experiment 2 Colaboratory GCE (P100) 1 0.81000 [0.74686, 0.86909] 0.69660 [0.63062, 0.76014] 0.85055 [0.80115, 0.89595]
2 0.81095 [ 0.74732 , 0.87279 ] 0.69795 [ 0.62736 , 0.75974 ] 0.85050 [ 0.80170 , 0.89663 ]
3 0.81095 [ 0.74732 , 0.87279 ] 0.69795 [ 0.62736 , 0.75974 ] 0.85050 [ 0.80170 , 0.89663 ]
4 0.81095 [ 0.74732 , 0.87279 ] 0.69795 [ 0.62736 , 0.75974 ] 0.85050 [ 0.80170 , 0.89663 ]
5 0.81095 [ 0.74732 , 0.87279 ] 0.69795 [ 0.62736 , 0.75974 ] 0.85050 [ 0.80170 , 0.89663 ]
6 0.81005 [0.74948, 0.87058] 0.69665 [0.63308, 0.75578] 0.85055 [0.80213, 0.89457]
7 0.81095 [ 0.74732 , 0.87279 ] 0.69795 [ 0.62736 , 0.75974 ] 0.85050 [ 0.80170 , 0.89663 ]
8 0.81095 [ 0.74732 , 0.87279 ] 0.69795 [ 0.62736 , 0.75974 ] 0.85050 [ 0.80170 , 0.89663 ]
9 0.81095 [ 0.74732 , 0.87279 ] 0.69795 [ 0.62736 , 0.75974 ] 0.85050 [ 0.80170 , 0.89663 ]
10 0.81095 [ 0.74732 , 0.87279 ] 0.69795 [ 0.62736 , 0.75974 ] 0.85050 [ 0.80170 , 0.89663 ]