Title :
DIAGNOSIS: A Telematics-Enabled System for Medical Image Archiving, Management, and Diagnosis Assistance
Author :
Mougiakakou, Stavroula G. ; Valavanis, Ioannis K. ; Mouravliansky, Nicolaos A. ; Nikita, Alexandra ; Nikita, Konstantina S.
Author_Institution :
Sch. of Electr. & Comput. Eng., Nat. Tech. Univ. of Athens, Athens
fDate :
7/1/2009 12:00:00 AM
Abstract :
In this paper, a modular system for medical image archiving, management, diagnosis support, and telematic cooperation is presented. The system provides digital imaging and communications in medicine (DICOM)-compatible tools for digital image processing and database management of medical images. The software features algorithms for preprocessing, manual or semi-automatic segmentation, automatic calculation of geometrical/size characteristics, and 3-D visualization of organs or selected regions of interest. Additionally, the system incorporates a database where patient data and information can be stored and retrieved. Access to the database is only permitted to authorized users. The user-friendly interface makes the software handy and accessible to clinicians, whereas the telematic components allow collaboration with remote experts. The pilot system incorporates a computer-aided diagnosis module aiming at providing support in the diagnosis of focal liver lesions from computed tomography images.
Keywords :
computerised tomography; liver; medical image processing; telemedicine; visual databases; 3D visualization; DIAGNOSIS; computed tomography; database management; diagnosis assistance; digital image processing; liver lesions; medical image archiving; medical image management; telematics enabled system; Biomedical image processing; image storage; image texture analysis; medical decision-making; medical information systems; neural networks; visualization;
Journal_Title :
Instrumentation and Measurement, IEEE Transactions on
DOI :
10.1109/TIM.2009.2015538