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Table 5 Case study

From: CollaboNet: collaboration of deep neural networks for biomedical named entity recognition

 

Chemical dataset

 

Our STM

No prophylaxis with antilymphocyte globulin was used

- globulin : Protein

CollaboNet

No prophylaxis with antilymphocyte globulin was used

 

Ground Truth

No prophylaxis with antilymphocyte globulin was used

 

Our STM

elderly patients using ACE / ARB in combination with potassium

ACE : Gene/Protein

CollaboNet

elderly patients using ACE / ARB in combination with potassium

 

Ground Truth

elderly patients using ACE / ARB in combination with potassium

 
 

Disease Dataset

 

Our STM

The ATM (A-T, mutated) gene on human chromosome 11q22.

A-T, mutated : Gene

CollaboNet

The ATM (A-T, mutated) gene on human chromosome 11q22.

 

Ground Truth

The ATM (A-T, mutated) gene on human chromosome 11q22.

 

Our STM

to bind to the human cardiac troponin T (cTNT) pre-messenger RNA

cTNT : Gene/Protein

CollaboNet

to bind to the human cardiac troponin T (cTNT) pre-messenger RNA

 

Ground Truth

to bind to the human cardiac troponin T (cTNT) pre-messenger RNA

 
 

Gene / Protein Dataset

 

Our STM

which is inhibited by the cytotoxin leptomycin B (LMB), and also by its interaction

LMB : Chemical, Drug

CollaboNet

which is inhibited by the cytotoxin leptomycin B (LMB), and also by its interaction

 

Ground Truth

which is inhibited by the cytotoxin leptomycin B (LMB), and also by its interaction

 

Our STM

Classic Hodgkin disease (cHD) is derived from B cells with high loads of mutations.

cHD : Disease

CollaboNet

Classic Hodgkin disease (cHD) is derived from B cells with high loads of mutations

 

Ground Truth

Classic Hodgkin disease (cHD) is derived from B cells with high loads of mutations

 
  1. This table contains sentences that were incorrectly predicted by of our STM but were correctly predicted by CollaboNet. The predicted labels or the ground truth labels are underlined