Title :
Computer Aided Tongue Diagnosis System
Author :
Zhang, H.Z. ; Wang, K.Q. ; Zhang, D. ; Pang, B. ; Huang, B.
Author_Institution :
Harbin Inst. of Technol.
fDate :
6/27/1905 12:00:00 AM
Abstract :
To circumvent the subjective and qualitative problems of traditional tongue diagnosis, we present a novel computer aided tongue diagnosis system (CATDS). In this system, a standard acquisition device as well as a new color correction method is utilized to capture qualified tongue images. The system is constituted by five components: user interface module, acquisition module, tongue image database, image preprocessing module and diagnosis engine. In contrast to existing CATDS, the proposed system aims to establish the relationship between quantitative features and diseases via the Bayesian networks. System tests are carried out on a group of 544 patients affected by 9 common diseases and 56 healthy volunteers. The results show that the system can properly identify six groups: healthy, pulmonary heart disease, appendicitis, gastritis, pancreatitis and bronchitis with accuracy higher than 75%. Moreover, the execution time for the whole diagnosis process including image preprocessing and diagnosis is less than 5 seconds
Keywords :
Bayes methods; biomedical optical imaging; cardiology; diseases; image colour analysis; medical image processing; user interfaces; Bayesian networks; acquisition module; appendicitis; bronchitis; color correction method; computer aided tongue diagnosis system; diagnosis engine; gastritis; image preprocessing module; pancreatitis; pulmonary heart disease; tongue image database; user interface module; Bayesian methods; Cardiac disease; Cardiovascular diseases; Color; Engines; Image databases; Pancreas; System testing; Tongue; User interfaces; Bayesian network; Color correction; Computer aided tongue diagnosis; TCM modernization;
Conference_Titel :
Engineering in Medicine and Biology Society, 2005. IEEE-EMBS 2005. 27th Annual International Conference of the
Conference_Location :
Shanghai
Print_ISBN :
0-7803-8741-4
DOI :
10.1109/IEMBS.2005.1616055