TY - GEN
T1 - Statistical atlases of human anatomy and computer assisted diagnostic system
AU - Chen, Yen Wei
AU - Tateyama, Tomoko
AU - Foruzan, Amir H.
AU - Mofrad, F. Babapour
AU - Qiao, Xu
AU - Furukawa, Akira
PY - 2010
Y1 - 2010
N2 - In this paper, we report our current progress results on computer assisted diagnostic (CAD) system, which consists of three units: database unit (statistical atlas of human anatomy), image processing unit (image enhancement, image segmentation, image registration), and visualization unit (volume rendering). In the database unit, we proposed a new method called generalized TV-dimensional principal component analysis (GND-PCA) for statistical volume atlas. Not only the shape variations but also the intensity (CT value) variations can be modeled by the use of GND-PCA. In the processing unit, we proposed a new liver segmentation method from low contrast CT volumes and developed an interactive visualization system for liver and its vascular structure in the visualization unit.
AB - In this paper, we report our current progress results on computer assisted diagnostic (CAD) system, which consists of three units: database unit (statistical atlas of human anatomy), image processing unit (image enhancement, image segmentation, image registration), and visualization unit (volume rendering). In the database unit, we proposed a new method called generalized TV-dimensional principal component analysis (GND-PCA) for statistical volume atlas. Not only the shape variations but also the intensity (CT value) variations can be modeled by the use of GND-PCA. In the processing unit, we proposed a new liver segmentation method from low contrast CT volumes and developed an interactive visualization system for liver and its vascular structure in the visualization unit.
UR - https://www.scopus.com/pages/publications/77956533352
UR - https://www.scopus.com/pages/publications/77956533352#tab=citedBy
M3 - Conference contribution
AN - SCOPUS:77956533352
SN - 9788988678213
T3 - 2nd International Conference on Software Engineering and Data Mining, SEDM 2010
SP - 700
EP - 705
BT - 2nd International Conference on Software Engineering and Data Mining, SEDM 2010
T2 - 2nd International Conference on Software Engineering and Data Mining, SEDM 2010
Y2 - 23 June 2010 through 25 June 2010
ER -