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Table 9 Predicted diseases: case of the subacute bacterial endocarditis caused by bartonella: In progress

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

Zieve syndrome

 

2

Disseminated intravascular coagulation

 

3

Chronic hepatitis

 

4

Wilson's disease

 

5

Acute hepatitis

 

6

Hepatic amyloidosis

 

7

Infectious endocarditis

Related disease

8

(Compensated/uncompensated) liver cirrhosis

 

9

Subacute bacterial endocarditis

Related disease

10

Gastric cancer

 
 

 
  1. Case: Subacute bacterial endocarditis caused by bartonella [27]
  2. Loss functions: A-NDCG: Approximate NDCG loss; In progress: Number of inputted symptoms = 9