Title :
MedIDEA — Medical image data extraction and analysis
Author :
Kratochvil, Michal ; Vcelak, Petr ; Kleckova, Jana ; Rohan, Vladimir
Author_Institution :
Dept. of Comput. Sci. & Eng., Univ. of West Bohemia in Pilsen, Plzen, Czech Republic
Abstract :
The most indicated imaging technique before operations is computed tomography. Preoperative deliberation requires not only its own evaluation of pathological findings, but also the overall anatomy, perfusion and volume of various anatomical parts, which must be accurately identified. There is a wide range for computer-assisted diagnosis, which should reduce and refine the assessment carried out by man and help better decide on the appropriate therapeutic procedure (resection, multiphase power, chemotherapy, ablation methods), and, among other things, reduce the number of unnecessary surgical procedures while on the other hand enabling the implementation of extensive resection. We aims to create a comprehensive system for computed imaging, which would allow the detection and analysis of focal lesions, determination of their segmental localisation, assessment of perfusion conditions and performance of a virtual resection including the establishment of volume resected and organ remaining. Such a system is not yet commercially available.
Keywords :
computerised tomography; feature extraction; medical image processing; object detection; MedIDEA; computed imaging; computed tomography; computer-assisted diagnosis; focal lesion analysis; focal lesion detection; medical image data analysis; medical image data extraction; perfusion condition assessment; segmental localisation determination; therapeutic procedure; virtual resection; active appearance models; computed tomography; contrast transitions; medical image segmentation;
Conference_Titel :
Biomedical Engineering and Informatics (BMEI), 2012 5th International Conference on
Conference_Location :
Chongqing
Print_ISBN :
978-1-4673-1183-0
DOI :
10.1109/BMEI.2012.6513206