Deep semi-supervised learning ensemble framework for classifying co-mentions of human proteins and phenotypes

BMC Bioinformatics

Table 8 Four biologists’ experience with finding a relationship between LMP7 and Hepatitis using Google and how it compares to PPPredSS retrieved sentences

LMP7 and hepatitis
	Biologist 1	Biologist 2	Biologist 3	Biologist 4
# of Searches	5	1	1	1
Keywords	LMP7 and hepatitis, LMP7 and hepatitis association, LMP7, What is LMP7	The relationship between LMP7 and hepatitis	lmp7 hepatitis	LMP7 and Hepatitis
Amount of reading	A few minutes of reading	Reading the conclusions of one paper	One sentence	Skimming the first page of results
Duration	5 min	3 min	1 min	2 min
Winner	PPPredSS	PPPredSS	Tie	PPPredSS

# of Searches: number of queries used, Keywords: queries used for each search, Amount of reading: length of the text read, Winner: the tool that provides better results out of Google and PPPredSS

ISSN: 1471-2105