Benutzer: Gast  Login
Dokumenttyp:
Zeitschriftenaufsatz
Autor(en):
Atasoy, S.; Mateus, D.; Meining, A.; Yang, G. Z.; Navab, N.
Titel:
Endoscopic Video Manifolds for Targeted Optical Biopsy
Abstract:
In this work, we introduce a clustering and classification framework to facilitate re-targeting previous optical biopsy sites in surveillance upper GI-endoscopies. A new representation of endoscopic videos based on manifold learning, \emph"Endoscopic Video Manifolds" (EVMs), is proposed. The low dimensional EVM representation is adapted to facilitate two different clustering tasks; \textiti.e. clustering of informative frames and patient specific endoscopic segments, only by changing the simila...     »
Stichworte:
2011,TMI,MedicalImaging,CAMP,MLmed,Endoscopy,Manifold,Optical biopsy
Zeitschriftentitel:
IEEE Transactions on Medical Imaging
Jahr:
2012
Band / Volume:
31
Seitenangaben Beitrag:
637--653
 BibTeX