Výsledky vyhledávání - "Alina Jade Barnett"

A case-based interpretable deep learning model for classification of mass lesions in digital mammography

Autor: Alina Jade Barnett, Fides Regina Schwartz, Chaofan Tao, Chaofan Chen, Yinhao Ren, Joseph Y. Lo, Cynthia Rudin

Publikováno v: Nature Machine Intelligence. 3:1061-1070

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::6ed93e3588714920964d73f983c4690f
https://doi.org/10.1038/s42256-021-00423-x

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Deformable ProtoPNet: An Interpretable Image Classifier Using Deformable Prototypes

Autor: Chaofan Chen, Jon Donnelly, Alina Jade Barnett

Publikováno v: Chaofan Chen

We present a deformable prototypical part network (Deformable ProtoPNet), an interpretable image classifier that integrates the power of deep learning and the interpretability of case-based reasoning. This model classifies input images by comparing t

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::43ce61e1183a974ca1df76fd6629e2ee
https://openaccess.thecvf.com/content/CVPR2022/papers/Donnelly_Deformable_ProtoPNet_An_Interpretable_Image_Classifier_Using_Deformable_Prototypes_CVPR_2022_paper.pdf

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