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Evolutionary Pruning of Transfer Learned Deep Convolutional Neural Network for Breast Cancer Diagnosis in Digital Breast Tomosynthesis

Deep learning models are highly parameterized, resulting in difficulty in inference and transfer learning for image recognition tasks. In this work, we propose a layered pathway evolution method to compress a deep convolutional neural network (DCNN) for classification of masses in digital breast tom...

Täydet tiedot

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Bibliografiset tiedot
Julkaisussa:Phys Med Biol
Päätekijät: Samala, Ravi K, Chan, Heang-Ping, Hadjiiski, Lubomir M, Helvie, Mark A, Richter, Caleb, Cha, Kenny
Aineistotyyppi: Artigo
Kieli:Inglês
Julkaistu: 2018
Aiheet:
Linkit:https://ncbi.nlm.nih.gov/pmc/articles/PMC5967610/
https://ncbi.nlm.nih.gov/pubmed/29616660
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1088/1361-6560/aabb5b
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