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Subject2Vec: Generative-Discriminative Approach from a Set of Image Patches to a Vector
We propose an attention-based method that aggregates local image features to a subject-level representation for predicting disease severity. In contrast to classical deep learning that requires a fixed dimensional input, our method operates on a set of image patches; hence it can accommodate variabl...
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| Izdano u: | Med Image Comput Comput Assist Interv |
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| Glavni autori: | , , , , , |
| Format: | Artigo |
| Jezik: | Inglês |
| Izdano: |
2018
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| Teme: | |
| Online pristup: | https://ncbi.nlm.nih.gov/pmc/articles/PMC6422035/ https://ncbi.nlm.nih.gov/pubmed/30895278 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/978-3-030-00928-1_57 |
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