Automated segmentation of transcranial sonographic images in the diagnostics of Parkinson's disease

► Automated analysis of TCS images is constrained due to low resolution of images. ► Frame averaging technique improves quality of segmentation of brain structures. ► Sufficiently correct segment of midbrain is obtained using active contour method. ► Accuracy of automatic segmentation of substantia nigra area depends on image quality.