Title :
Generating diagnostic rules based on rough-contrast approach
Author :
Wang, Mingyan ; Nie, Bin ; Qiu, Taorong ; You, Min ; Ge, Hanjuan ; Wang, Jian ; Fang, Na
Author_Institution :
Dept. of Comput. Sci., Nanchang Univ., Nanchang
Abstract :
Without a correct diagnosis, a correct treatment may not be made in medical science. Not confirmed diagnosis, misdiagnosis and missed diagnosis usually happen in medical diagnosis. In the paper, some concepts such as rough exclusive, rough contrast and so on are introduced. And a method of generating diagnostic rules from clinical databases, based on these concepts, is put forward. It was proved to be feasible and effective after tested with a database, and a good proposal, which could diagnose the disease in accordance with diagnostic needs.
Keywords :
database management systems; clinical databases; diagnostic rules; medical diagnosis; medical science; rough-contrast approach; Computer science; Databases; Diabetes; Diseases; Information systems; Medical diagnosis; Medical diagnostic imaging; Proposals; Rough sets; Testing;
Conference_Titel :
Granular Computing, 2008. GrC 2008. IEEE International Conference on
Conference_Location :
Hangzhou
Print_ISBN :
978-1-4244-2512-9
Electronic_ISBN :
978-1-4244-2513-6
DOI :
10.1109/GRC.2008.4664666