The Aim of the Project
The aim is to detect breast cancer at its earliest stage. Early detection of suspicious malignancy by screening mammography reduces cancer mortality. Mammography as a method has its limitation because it represents a 3-Dimensional breast as a 2-Dimensional X-ray image projection. The main problem is that many overlapping breast tissue layers or slices sometimes mask suspicious lesions, and sometimes make benign ones appear suspicious to a radiologist. And, because of this 2-D mammography has excessive false positive results and limited sensitivity. The aim of this project is to improve detection sensitivity and precision in common 2-D mammography screening. New techniques as for example Tomosynthesis (DBT) is a 3-D technique that claims an improved precision in diagnostics. However this method unsatisfactory increases the time a radiologist needs to make decisions. It is therefore not clear if these this new 3-D techniques are superior in contrast to traditional 2-D mammography when also the radiologist work load and costs are considered. In this project a computer program creates a synthetic relief representation from a 2-D mammography image that gives an impression of an 3-dimensional structure. The conjecture is that such a synthetic image suppresses non-relevant structures and increases information of importance and therefore improves the detection performance significantly.
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