TY - CHAP
T1 - Towards a multi-site international public dataset for the validation of retinal image analysis software
AU - Trucco, E.
AU - Ruggeri, A.
PY - 2013
Y1 - 2013
N2 - This paper discusses concisely the main issues and challenges posed by the validation of retinal image analysis algorithms. It is designed to set the discussion for the IEEE EBMC 2013 invited session 'From laboratory to clinic: the validation of retinal image processing tools '. The session carries forward an international initiative started at EMBC 2011, Boston, which resulted in the first large-consensus paper (14 international sites) on the validation of retinal image processing software, appearing in IOVS. This paper is meant as a focus for the session discussion, but the ubiquity and importance of validation makes its contents, arguably, of interest for the wider medical image processing community.
AB - This paper discusses concisely the main issues and challenges posed by the validation of retinal image analysis algorithms. It is designed to set the discussion for the IEEE EBMC 2013 invited session 'From laboratory to clinic: the validation of retinal image processing tools '. The session carries forward an international initiative started at EMBC 2011, Boston, which resulted in the first large-consensus paper (14 international sites) on the validation of retinal image processing software, appearing in IOVS. This paper is meant as a focus for the session discussion, but the ubiquity and importance of validation makes its contents, arguably, of interest for the wider medical image processing community.
UR - http://www.scopus.com/inward/record.url?scp=84886459207&partnerID=8YFLogxK
U2 - 10.1109/EMBC.2013.6611207
DO - 10.1109/EMBC.2013.6611207
M3 - Chapter
C2 - 24111394
AN - SCOPUS:84886459207
SN - 9781457702167
SP - 7152
EP - 7155
BT - Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS
ER -