Biomedical semantic indexing by deep neural network with multi-task learning

BMC Bioinformatics

Table 1 Performance comparison with different solutions in 2017 BioASQ task 5A

System	Precision	Recall	F-measure
SMTL	0.7750	0.5199	0.6220
DeepMeSH1	0.7052	0.6135	0.6561
auth3	0.6277	0.6366	0.6321
Default MTI	0.6408	0.6021	0.6209
MTI First Line Index	0.6624	0.5534	0.6030
iria-2	0.4853	0.5721	0.5251
Optimize Micro AUC	0.2890	0.2739	0.2812
Search system 1	0.2488	0.2907	0.2681

ISSN: 1471-2105