Sparse Multi-Modal Graph Transformer with Shared-Context Processing for Representation Learning of Giga-pixel Images-Reference-Cited by-同舟云学术

Sparse Multi-Modal Graph Transformer with Shared-Context Processing for Representation Learning of Giga-pixel Images

Published:2023-06 Issue: Volume: Page:
ISSN:
Container-title:2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
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Author:

Nakhli Ramin¹,Moghadam Puria Azadi¹,Mi Haoyang²,Farahani Hossein¹,Baras Alexander²,Gilks Blake¹,Bashashati Ali¹

Affiliation:

1. University of British Columbia

2. Johns Hopkins University

Funder

National Institutes of Health of United States

Publisher

IEEE

Link

http://xplorestaging.ieee.org/ielx7/10203037/10203050/10203475.pdf?arnumber=10203475

Reference49 articles.

1. Node-aligned Graph Convolutional Network for Whole-slide Image Representation and Classification

2. Deepliif: Deep learning-inferred multiplex immunofluorescence for ihc image quantification;ghahremani;BioRxiv,2021

3. Masked Autoencoders Are Scalable Vision Learners

4. Inductive representation learning on large graphs;hamilton;Advances in neural information processing systems,2017

5. Multiple instance captioning: Learning representations from histopathology text-books and articles;gamper;Proc IEEE Conf Computer Vision and Pattern Recognition,2021

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