Computer vision digitization of smartphone images of anesthesia paper health records from low-middle income countries

Table 3 Physiological indicator RegNetY dataset

Character	0	1	2	3	4	5	6	7	8	9	Total
Number of obs from tiles	5902	4408	3924	2274	1562	1984	1193	1000	1537	4787	28571
Number of obs from MNIST	5923	6742	5958	6131	5842	5421	5918	6265	5851	5949	60000

A breakdown of the dataset used to train the handwritten digit detection model. MNIST data was only included in the training dataset, the validation and test datasets were entirely made from observations from charts. Because oxygen saturation is the most commonly monitored vital sign, and oxygen saturation is nearly always 98, 99, or 100, the dataset is skewed to include far more 0, 1, and 9 examples

ISSN: 1471-2105