Search Results for author: Donald Weaver

Found 2 papers, 2 papers with code

HATNet: An End-to-End Holistic Attention Network for Diagnosis of Breast Biopsy Images

1 code implementation25 Jul 2020 Sachin Mehta, Ximing Lu, Donald Weaver, Joann G. Elmore, Hannaneh Hajishirzi, Linda Shapiro

HATNet extends the bag-of-words approach and uses self-attention to encode global information, allowing it to learn representations from clinically relevant tissue structures without any explicit supervision.

Histopathological Image Classification Image Classification

Learning to Segment Breast Biopsy Whole Slide Images

1 code implementation8 Sep 2017 Sachin Mehta, Ezgi Mercan, Jamen Bartlett, Donald Weaver, Joann Elmore, Linda Shapiro

We trained and applied an encoder-decoder model to semantically segment breast biopsy images into biologically meaningful tissue labels.

whole slide images

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