A decision tree-based approach for determining low bone mineral density in inflammatory bowel disease using WEKA software

European Journal of Gastroenterology and Hepatology

Volumn 19, Issue 12, 2007, Pages 1075-1081

  Firouzi, Farzad ^a,f   Rashidi, Marjan ^b   Hashemi, Sattar ^b   Kangavari, Mohammadreza ^b   Bahari, Ali ^c   Daryani, Naser Ebrahimi ^d   Emam, Mohammad Mehdi ^e   Naderi, Nosratollah ^a   Shalmani, Hamid Mohaghegh ^a   Farnood, Alma ^a   Zali, Mohammadreza ^a  

^a SHAHID BEHESHTI UNIVERSITY OF MEDICAL SCIENCES   (Iran)

^b IRAN UNIVERSITY OF SCIENCE AND TECHNOLOGY   (Iran)

^c ZAHEDAN UNIVERSITY OF MEDICAL SCIENCES   (Iran)

^d TEHRAN UNIVERSITY OF MEDICAL SCIENCES   (Iran)

^e SHAHID BEHESHTI UNIVERSITY OF MEDICAL SCIENCES   (Iran)

^f SHAHID BEHESHTI UNIVERSITY OF MEDICAL SCIENCES   (Iran)

Author keywords

Bone mineral density; Decision tree; Inflammatory bowel disease; WEKA machine learning

Indexed keywords

ALKALINE PHOSPHATASE; CALCIFEDIOL; CALCIUM; CORTICOSTEROID; PHOSPHORUS;

ADULT; AGED; ALKALINE PHOSPHATASE BLOOD LEVEL; ARTICLE; BONE DENSITY; CALCIUM BLOOD LEVEL; COMPUTER PROGRAM; CONTRACEPTION; CORRELATION COEFFICIENT; DECISION TREE; DENSITOMETRY; DIAGNOSTIC ACCURACY; DISEASE ASSOCIATION; DISEASE DURATION; DRUG USE; ENTERITIS; FEMALE; HUMAN; MACHINE LEARNING; MAJOR CLINICAL STUDY; MALE; MEDICAL SPECIALIST; MILK; PHOSPHATE BLOOD LEVEL; PRIORITY JOURNAL; SEX; SMOKING; ULCERATIVE COLITIS; VITAMIN BLOOD LEVEL; VITAMIN SUPPLEMENTATION; WAIKATO ENVIRONMENT FOR KNOWLEDGE ANALYSIS;

ABSORPTIOMETRY, PHOTON; ADOLESCENT; ADULT; AGED; ALGORITHMS; BONE DENSITY; COLITIS, ULCERATIVE; CROHN DISEASE; DECISION TREES; DIAGNOSIS, COMPUTER-ASSISTED; FEMALE; HUMANS; INFLAMMATORY BOWEL DISEASES; MALE; MIDDLE AGED; OSTEOPOROSIS; PATIENT SELECTION; RISK FACTORS; SMOKING; SOFTWARE;

EID: 36249012573     PISSN: 0954691X     EISSN: None     Source Type: Journal    
DOI: 10.1097/MEG.0b013e3282202bb8     Document Type: Article

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