A high-performance spatial database based approach for pathology imaging algorithm evaluation

• Main Authors: Fusheng Wang (Author), Jun Kong (Author), Jingjing Gao (Author), Lee A.D. Cooper (Author), Tahsin Kurc (Author), Zhengwen Zhou (Author), David Adler (Author), Cristobal Vergara-Niedermayr (Author), Bryan Katigbak (Author), Daniel J Brat (Author), Joel H Saltz (Author)
• Format: Book
• Published: Elsevier, 2013-01-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

Background: Algorithm evaluation provides a means to characterize variability across image analysis algorithms, validate algorithms by comparison with human annotations, combine results from multiple algorithms for performance improvement, and facilitate algorithm sensitivity studies. The sizes of i...