Approximating the Hotelling observer with autoencoder-learned efficient channels for binary signal detection tasks.

Granstedt, Jason L; Zhou, Weimin; Anastasio, Mark A

Granstedt, Jason L; Zhou, Weimin; Anastasio, Mark A.

Affiliation

Granstedt JL; University of Illinois Urbana-Champaign, Department of Computer Science, Champaign, Illinois, United States.
Zhou W; Shanghai Jiao Tong University, Global Institute of Future Technology, Shanghai, China.
Anastasio MA; University of Illinois Urbana-Champaign, Department of Computer Science, Champaign, Illinois, United States.

J Med Imaging (Bellingham) ; 10(5): 055501, 2023 Sep.

Article in En | MEDLINE | ID: mdl-37767114

Key words

autoencoder; channelized Hotelling observer; neural networks; numerical observers; objective image quality assessment

Fulltext

Add to My VHL

XML

PubMed Links

Search on Google

Full text: 1 Collection: 01-internacional Database: MEDLINE Type of study: Diagnostic_studies Language: En Journal: J Med Imaging (Bellingham) Year: 2023 Document type: Article Affiliation country: Estados Unidos

Fulltext

Add to My VHL

XML

PubMed Links

Search on Google