Chair for Computer Aided Medical Procedures & Augmented Reality
Lehrstuhl für Informatikanwendungen in der Medizin & Augmented Reality

L. Peter, N. Brieu, S. Jansen, P. Smethurst, W. Ouwehand , N. Navab
Automatic Segmentation and Tracking of Thrombus Formation within In Vitro Microscopic Video Sequences
IEEE International Symposium on Biomedical Imaging: From Nano to Macro (ISBI 2012), Barcelona, Spain, May 2 - 5, 2012 (bib)

In vitro experiments on human blood samples are crucial to assess correlation between thrombus disorders and genetic variance. A blood flow is drained through collagen fibers resulting in a progressive aggregation of platelets. This paper proposes a method of segmentation of thrombi during such acquisitions. Three complementary gradient-based features are introduced and included in a regularized machine learning framework. A novel tracking method of thrombi as deformable growing objects under split and merge conditions is also introduced.
This material is presented to ensure timely dissemination of scholarly and technical work. Copyright and all rights therein are retained by authors or by other copyright holders. All persons copying this information are expected to adhere to the terms and constraints invoked by each authors copyright. In most cases, these works may not be reposted without the explicit permission of the copyright holder.

Edit | Attach | Refresh | Diffs | More | Revision r1.13 - 30 Jan 2019 - 15:16 - LeslieCasas

Lehrstuhl für Computer Aided Medical Procedures & Augmented Reality    rss.gif