Supervised domain adaptation of decision forests: Transfer of models trained in vitro for in vivo intravascular ultrasound tissue characterization

Author:

Conjeti Sailesh,Katouzian Amin,Roy Abhijit Guha,Peter Loïc,Sheet Debdoot,Carlier Stéphane,Laine Andrew,Navab Nassir

Funder

Samsung Global Research Outreach

Publisher

Elsevier BV

Subject

Computer Graphics and Computer-Aided Design,Health Informatics,Computer Vision and Pattern Recognition,Radiology Nuclear Medicine and imaging,Radiological and Ultrasound Technology

Reference60 articles.

1. Domain adaptation for microscopy imaging;Becker;IEEE Trans. Med. Imaging,2015

2. A theory of learning from different domains;Ben-David;Mach. Learn.,2010

3. Analysis of representations for domain adaptation;Ben-David,2007

4. Random forests;Breiman;Mach. Learn.,2001

5. Multitask learning;Caruana;Mach. Learn.,1997

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