| Previous | [ 1] | [ 2] | [ 3] | [ 4] | [ 5] | [ 6] | [ 7] | [ 8] | [ 9] | [ 10] | [ 11] | [ 12] | [ 13] | [ 14] | [ 15] | [ 16] |
¡@
Chow-Sing Lin and Chin-Ju Hsieh
Department of Information Management
Southern Taiwan University of Technology
Tainan Hsien, 710 Taiwan
E-mail: mikelin@mail.stut.edu.tw
Medical researches have reported that unobvious symptoms in the early stage of
ovarian cancer results in the very low survival rate of patients. It is often in the last stage
of ovarian cancer when patients discover the illness. Distinguishing early stage's cancer
cells between benign and malignant tumors is quite different from one doctor to another
such that diagnostic results are often varied. It is mainly due to the lack of unified diagnosis
systems on ovarian tumors. In this paper we present a sonography ovarian tumor
system with case exchange, called SOT-CE. SOTS, the front end of the SOTS-CE, provide
drawing and text tools to annotate critical tumor features on sonography. The blood
condition of each annotated suspected tumor area can be statistically analyzed to trace
the growth of a tumor by the skewness and kurtosis of the distribution of the Color Doppler
Vascularity Indices (CDVI). A scoring system is also developed in SOTS to definitely
differentiate between benign and malignant tumors based on values of the various
tumor features. In addition, we exploit ISO/IEC Multimedia Content Description Interface
MPEG-7 to develop standard case descriptions of sonography ovarian tumors, in
which unified tags for searching ovarian tumor cases are defined. We also present the
case exchange system, the back-end of SOT-CE, to support inter/intra hospital case
sharing. The case exchange mechanism is established based on Web Services. The
SOTS-CE is aimed at providing the mechanism and standard exchange interface to expedite
collecting clinical ovarian tumor cases so that the Positive Predictive Value (PPV)
of diagnosing ovarian tumors can be further improved.
Received December 27, 2005; accepted April 11, 2006.
Communicated by Yau-Hwang Kuo.
* This paper was partially supported by the National Science Council of Taiwan, R.O.C., under grand No. NSC
92-2218-E-218-021.