1 code implementation • 14 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.
no code implementations • 5 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.