Search Results for author: Grey Kuling

Found 2 papers, 1 papers with code

BI-RADS BERT & Using Section Segmentation to Understand Radiology Reports

1 code implementation14 Oct 2021 Grey Kuling, Dr. Belinda Curpen, Anne L. Martel

In this work, we pre-trained a contextual embedding BERT model using breast radiology reports and developed a classifier that incorporated the embedding with auxiliary global textual features in order to perform section segmentation.

Segmentation Sentence +1

Intensity augmentation for domain transfer of whole breast segmentation in MRI

no code implementations5 Sep 2019 Linde S. Hesse, Grey Kuling, Mitko Veta, Anne L. Martel

Our results show that using intensity augmentation in addition to geometric augmentation is a suitable method to overcome the intensity domain shift and we expect it to be useful for a wide range of segmentation tasks.

Domain Adaptation Segmentation +1

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