Bidirectional feature matching based on deep pairwise contrastive learning for multiparametric MRI image synthesis.

Touati, Redha; Kadoury, Samuel

Touati, Redha; Kadoury, Samuel.

Affiliation

Touati R; MedICAL Laboratory, Polytechnique Montreal, Montreal, QC, Canada.
Kadoury S; MedICAL Laboratory, Polytechnique Montreal, Montreal, QC, Canada.

Phys Med Biol ; 68(12)2023 06 15.

Article in En | MEDLINE | ID: mdl-37257456

Subject(s)

Deep Learning; Multiparametric Magnetic Resonance Imaging; Humans; Magnetic Resonance Imaging/methods; Machine Learning; Image Processing, Computer-Assisted/methods

Key words

contrastive learning; magnetic resonance imaging (MRI); metric learning; multimodal MR image synthesis; pairwise feature learning

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Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Deep Learning / Multiparametric Magnetic Resonance Imaging Type of study: Prognostic_studies Limits: Humans Language: En Journal: Phys Med Biol Year: 2023 Document type: Article Affiliation country: Canada Country of publication: United kingdom

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