Approaches to Medical Decision-Making Based on Big Clinical Data

Table 2

Accuracy assessment of recommended diagnostic and treatment activities for nosology J13 based on a single-layer neural network.

MKB-10 code/nosology	Total number of clinical precedents/number of control precedents	Number of correct positive recommendations among control precedents	Number of incorrect positive recommendations among control precedents	Total number of negative recommendations/total number of positive recommendations
				Share of correct negative recommendations/share of correct positive recommendations
	Number of neural network inputs/number of neural network outputs (number of controlled variables)	Absolute value/share in the total number of positive recommendations	Absolute value/share in the total number of positive recommendations	Absolute value/percent
J13/pneumonia due to Streptococcus pneumoniae	266/11	339/40.31%	502/59.69%	35567/841
	224/222			98.55%/40.31%