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Document type:
Konferenzbeitrag
Author(s):
Voigt, Ingmar; Vitanovski, D.; Ionasec, Razvan Ioan; Tsymbal, A.; Georgescu, B.; Zhou, K.; Huber, D.; Navab, N.; Hornegger, J.; Comaniciu, D.
Title:
Learning discriminative distance functions for valve retrieval and improved decision support in valvular heart disease
Abstract:
Disorders of the heart valves constitute as a considerable health problem and often require surgical intervention. Recently various approaches were published seeking to overcome the shortcomings of current clinical practice,1, 2 that still relies on manually performed measurements for performance assessment. Clinical decisions are still based on generic information from clinical guidelines and publications and personal experience of clinicians. We present a framework for retrieval and decision...     »
Keywords:
SPIE,MedicalImaging,CAMP,physiological valve modeling,machine learning,discriminative distance function,case retrieval,decision support
Book / Congress title:
SPIE Medical Imaging
Publisher address:
San Diego, USA
Year:
2010
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