Table 4 The left and right tables show the performances of the HRL agent and the proposed agent (A-SIDDA), respectively
From: Symptoms are known by their companies: towards association guided disease diagnosis assistant
Self-report | Self-report |
|---|---|
Patient: Hi, I am having difficulty in breathing. What could be its reason ? | Patient: Hi, I am having difficulty in breathing. What could be its reason ? |
Conversation | Conversation |
Agent: Ok, are you feeling shortness of breadth ? | Agent: Ok, are you feeling shortness of breadth ? |
Patient: Yes, I am feeling shortness of breadth. | Patient: Yes, I am feeling so. |
Agent: Do you have skin rash ? | Agent: Have you vomited recently ? |
Patient: No, skin rash. | Patient: Yes, I vomited a few times. |
Agent: Have you vomited recently ? | Agent: Have you felt nausea ? |
Patient: Yes, I vomited a few times | Patient: No, I have not felt so. |
Agent: Have you observed abnormal appearing skin ? | Agent: Do you have cough ? |
Patient: No, I am not suffering from skin issue. | Patient: No, I do not have cough. |
Agent: You are most likely to have Fluid overload | Agent: You are most likely to have Fluid overload |
Diagnosis success : True, Dialogue length : 4, Match rate : 0.5, | Diagnosis success : True, Dialogue length : 4, Match rate : 0.5, |
DC : 1, IReS-1 : 0.3337, IReS-2 : 0.9304 | DC : 1, IReS-1 : 0.5271, IReS-2 : 1.121 |