Author

Dina Abdelhafiz

University of ConnecticutORCID 0000-0003-3195-6577Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Research Focus:clustering· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Research Focus:dimensionality reduction· 1 Assay:imaging· 1 Approach:statistical model· 1

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Clifford YangiD· 1 shared Jinbo BiiD· 1 shared Reda A.A. AmmariD· 1 shared Sheida NabaviiD· 1 shared

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2020-2020 · peak 1/yr

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4 top collaborators · 6 mutual co-author links

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1 shared paperBioinformatics

Clifford YangORCID

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1 paper

Recent·Most cited

BioinformaticsBMC BioinformaticsPeer-reviewedDec 1, 2020

Convolutional neural network for automated mass segmentation in mammography

Dina Abdelhafiz, Jinbo Bi, Reda A.A. Ammar…·Sheida Nabavi

The paper develops a Vanilla U-Net model for mass segmentation in mammography, achieving high accuracy and IOU metrics through data augmentation and transfer learning.

67 citationstop 5%

imagingdeep learning

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