Výsledky vyhledávání - "Mustonen, H. (Henrik)"

Breast mass segmentation from mammograms with deep transfer learning

Autor: Mustonen, H. (Henrik)

Mammography is an x-ray imaging method used in breast cancer screening, which is a time consuming process. Many different computer assisted diagnosis have been created to hasten the image analysis. Deep learning is the use of multilayered neural netw

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=od______2423::6b3b549fcc245ab4c65bbd54c1c35783
http://jultika.oulu.fi/Record/nbnfioulu-202203171401

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Evaluation of different convolutional neural network encoder-decoder architectures for breast mass segmentation

Autor: Isosalo, A. (Antti), Mustonen, H. (Henrik), Turunen, T. (Topi), Ipatti, P. S. (Pieta S.), Reponen, J. (Jarmo), Nieminen, M. T. (Miika T.), Inkinen, S. I. (Satu I.)

In this work, we study convolutional neural network encoder-decoder architectures with pre-trained encoder weights for breast mass segmentation from digital screening mammograms. To automatically detect breast cancer, one fundamental task to achieve

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=od______2423::4d2e85b5633823a455c06c97bd46099b
http://urn.fi/urn:nbn:fi-fe2022061747588

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