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Table 10 Predicted diseases: case of the subacute bacterial endocarditis caused by bartonella: Final

From: Design, implementation, and evaluation of the computer-aided clinical decision support system based on learning-to-rank: collaboration between physicians and machine learning in the differential diagnosis process

 

Predicted diseases

Classification

1

Mixed cryoglobulinemia

Misdiagnosed disease

2

Chronic hepatitis

 

3

Subacute bacterial endocarditis

Related disease

4

Hepatic amyloidosis

 

5

Rapidly progressive glomerulonephritis syndrome

 

6

Acute bacterial endocarditis

Related disease

7

Infectious endocarditis

Related disease

8

Polyarteritis nodosa

 

9

Autoimmune hemolytic anemia

 

10

Disseminated intravascular coagulation

 
 

 
  1. Cited case: Subacute bacterial endocarditis caused by bartonella [27]
  2. Loss functions: A-NDCG: Approximate NDCG loss; Final: Number of inputted symptoms = 18