Refereed full papers (journals, book chapters, international conferences)

2001

@article{GPR2001,
	vgclass =	{refpap},
	author =	{Harald Ganster and Axel Pinz and Reinhard R\"{o}hrer and
	Ernst Wildling and Michael Binder and Harald Kittler},
	title =	{Automated Melanoma Recognition},
	journal =	{IEEE Transactions on Medical Imaging},
	volume =	{20},
	number =	{3},
	pages =	{233--239},
	month =	{March},
	year =	{2001},
	abstract =	{A system for the computerized analysis of images obtained
	from ELM has been developed to enhance the early recognition of
	malignant melanoma. As an initial step, the binary mask of the skin
	lesion is determined by several basic segmentation algorithms together
	with a fusion strategy. A set of features containing shape and
	radiometric features as well as local and global parameters is
	calculated to describe the malignancy of a lesion. Significant features
	are then selected from this set by application of statistical feature
	subset selection methods. The final kNN classification delivers a
	sensitivity of 87\% with a specificity of 92\%.},
}