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Table 3 Database contents of MDIDB compared with other databases

From: Mining microbe–disease interactions from literature via a transfer learning model

 

Microbe

Disease

Record

Publication

Method

HMDAD

292

39

673

61

Traditional method

Disbiome

1622

372

10934

1194

Traditional method

MicroPhenoDB

1781

542

5677

1150

Traditional method + manual work

MDIDB

1065

1198

44900

8458

NLP + deep learning + transfer learning

  1. The best result of each performance index is boldfaced