Medical Database
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Attributes Selected by Relief-F Over Training Set A Attributes Selected by Doctor A Sex Presumptive Diagnosis ECOG Initial Symptoms: Weight Loss Initial Symptoms: Weight Loss in lbs Initial Symptoms: Jaundice Initial Symptoms: Abdominal Pain Comorbidity: Pancreatitis Other Major Comorbidity Pre-Operative Laboratory: CEA Pre-Operative Laboratory: CA19-9 Diagnostic Procedure CT: SMV Involvement Diagnostic Procedure CT: Tumor Size X Diagnostic Procedure CT: Tumor Size Y Diagnostic Procedure EUS: Tumor Size X Diagnostic Procedure EUS: Tumor Size Y Diagnostic Procedure EUS: Number of Tumors Therapeutic ERCP: Stent Type Anticipated Operation Diagnostic Procedure: FNA Cytology Number of Attributes in Common = 8 Initial Symptoms: Weight Loss Initial Symptoms: Jaundice Initial Symptoms: Nausea Initial Symptoms: Vomiting Initial Symptoms: Clay Colored Stool Initial Symptoms: Abdominal Pain Initial Symptoms: Early Satiety Comorbidity: Ethanol(Alcohol) Abuse Family History of Pancreatic Cancer: Relationship to Patient Social History: Cigarettes (significant use) Social History: Cigarette Pack Years Pre-Operative Laboratory: CA19-9 Pre-Operative Laboratory: Bilirubin Diagnostic Procedure CT: Tumor Size Y Diagnostic Procedure EUS: Tumor Size X Diagnostic Procedure EUS: Hepatic Vein Involvement Diagnostic Procedure EUS: Portal Vein Involvement Diagnostic Procedure EUS: No Node Diagnostic Procedure EUS: Tumor Size X Diagnostic Procedure EUS: Tumor Size Y Table 4-3 ReliefF and Doctor A s Malignancy Attribute Lists Over Training Set A Page 60 of 99 Attributes Selected by Relief-F Over Training Set B Attributes Selected by Doctor B Sex Presumptive Diagnosis Initial Symptoms: Jaundice Initial Symptoms: Weight Loss Initial Symptoms: Weight Loss in lbs Social History: Cigarettes (significant use) Initial Symptoms: Vomiting Initial Symptoms: Abdominal Pain Anticipated Operation Pre-Operative Laboratory: Albumin Pre-Operative Laboratory: CA19-9 Comorbidity: Diabetes w/ Oral Agents Comorb
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