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20172023
most citedA systematic study of the class imbalance problem in convolutional neural networks

3.1k citations · 4k across the 20 of their papers we have counts for

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Showing 2018Show all

2 papers · 1 filter

cs.CV2018★ 6 cited

Automatic deep learning-based normalization of breast dynamic contrast-enhanced magnetic resonance images

Jun Zhang, Ashirbani Saha, Brian J. Soher +1

Objective: To develop an automatic image normalization algorithm for intensity correction of images from breast dynamic contrast-enhanced magnetic resonance imaging (DCE-MRI) acqui…

cs.CV2018★ 33 cited

Deep learning in radiology: an overview of the concepts and a survey of the state of the art

Maciej A. Mazurowski, Mateusz Buda, Ashirbani Saha +1

Deep learning is a branch of artificial intelligence where networks of simple interconnected units are used to extract patterns from data in order to solve complex problems. Deep l…