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Titel:

Manifold Learning for Dimensionality Reduction and Clustering of Skin Spectroscopy Data

Dokumenttyp:
Konferenzbeitrag
Autor(en):
Safi, A.; Castaneda, V.; Lasser, T.; Mateus, D.; Navab, N.
Abstract:
Diagnosis of benign and malign skin lesions is currently done mostly relying on visual assessment and frequent biopsies performed by dermatologists. As the timely and correct diagnosis of these skin lesions is one of the most important factors in the therapeutic outcome, leveraging new technologies to assist the dermatologist seems natural. Optical spectroscopy is a technology that is being established to aid skin lesion diagnosis, as the multi-spectral nature of this imaging method allows to de...     »
Stichworte:
SPIE,CAMP,Manifold learning,Optical spectroscopy,3D visualization,Dimension reduction
Kongress- / Buchtitel:
Spie 2011
Jahr:
2011
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