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Investigation about Control of False Positive Rate for Automatic Sperm Detection in Assisted Reproductive Technology

Authors :
Masaya Nakata
Tomoki Hamagami
Hayato Sasaki
Teppei Takeshima
Mizuki Yamamoto
Yasushi Yumura
Source :
SMC
Publication Year :
2018
Publisher :
IEEE, 2018.

Abstract

This research aims to realize sperm selection support system for assisted reproductive technology. Sperm detection is one of the important component technology. High detection rate is required even the expense of false positive detections so as not to miss promising sperms as much as possible. False positive rate control is key technology for assure high detection rate and adaptive threshold adjustment methods in boosting is proposed. Our experiments evaluate and compare adaptive thresholding method and normal thresholding method as for detection rate and false positive rate of sperm detection.

Details

Database :
OpenAIRE
Journal :
2018 IEEE International Conference on Systems, Man, and Cybernetics (SMC)
Accession number :
edsair.doi...........7b1e425fc030051f0df923be4c576196
Full Text :
https://doi.org/10.1109/smc.2018.00339