Example of extracted rules: | ||
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The initial level of decision | General criteria for patient referral | Age: if (age > = 65 and age > = 14) then “patient has age criteria” and age = true ESLD:1- Is the patient in the end stage of lung disease? -> ESLD = True 2- Does the patient have less than a 50% chance of surviving? -> Probability = True 3- Does the patient have advanced lung disease despite the optimal treatment? -> Advanced = True |
The second level of patient evaluation for referral to the LTx center | Determine and investigate the NYHA class | Has the patient had no symptoms in his physical activity with no limitations? -> if yes, NYHA = Class I Has the patient had mild symptoms only in normal activity? -> if yes, NYHA = Class II Has the patient symptoms during daily activity, and is asymptomatic only during rest? -> if yes, NYHA = Class III Has the patient severe limitation symptoms even in rest? -> if yes, NYHA = Class IV |
The third level of patient evaluation for referral to the LTx center | Confirm disease diagnosis | Are the tests and history of disease verified diagnosis? -> DX = True Does his/her disease include the permitted disease in our center? -> Disease = True |
The fourth level of evaluation is related to a patient referral to the ltx center | Investigate the criteria based on the disease | If we assume that the patient has COPD: If (FEV1 > 35%) -> FEV1 = True If the patient has a history of severe dyspnea? -> Dyspnea = True If the patient has a history of recurrent hospitalization? -> Hosp = True If (NYHA class = 3 OR NYHA class = 4) -> NYHA = True If (FEV1 = True AND Dyspnea = True AND Hosp = True AND NYHA = True) -> The patient has the criteria of referral |