Title :
A software system for giving clues of medical diagnosis to clinician
Author :
Matsumoto, Tsutomu ; Ueda, Yuki ; Kawaji, Shigeyasu
Author_Institution :
Kumamoto Nat. Coll. of Technol., Japan
Abstract :
The importance of developing a support system for medical decision-making in the clinical field has been pointed out for improving the accuracy and objectivity of the judgment of clinicians, and for early detection of disease. In this paper, we notice that signs, symptoms and clinical laboratory data are essential information which show the functional depression and failure of the ecosystem, and a practical software system is presented that provides physicians with clues to clinical diagnosis. First, by analysing the medical task and the structuralization of patient information, a medical modelling method is provided, where diagnosis can be considered as the identification of a patient who corresponds to the controlled object. Secondly, by using the concept of a patient model and a disease model, a system identification algorithm is proposed, and an actual system constructed for medical diagnosis is described in order to confirm the usefulness of the proposed method.
Keywords :
decision support systems; diseases; identification; medical diagnostic computing; clinical DSS; clinical diagnosis; clinical laboratory data; clinician judgment; controlled object; disease model; disease signs; disease symptoms; early disease detection; ecosystem failure; functional depression; medical decision support system; medical decision-making; medical diagnostic clues; medical modelling method; medical task analysis; patient identification; patient information structuralization; patient model; software system; system identification algorithm; Clinical diagnosis; Decision making; Diseases; Ecosystems; Information analysis; Laboratories; Medical control systems; Medical diagnosis; Medical diagnostic imaging; Software systems;
Conference_Titel :
Computer-Based Medical Systems, 2002. (CBMS 2002). Proceedings of the 15th IEEE Symposium on
Print_ISBN :
0-7695-1614-9
DOI :
10.1109/CBMS.2002.1011356