DEMoS

a deep learning-based ensemble approach for predicting the molecular subtypes of gastric adenocarcinomas from histopathological images

Wang, Yanan
Hu, Changyuan
Kwok, Terry
Bain, Christopher A
Xue, Xiangyang
Gasser, Robin B
Webb, Geoffrey I
Boussioutas, Alex
Shen, Xian
Daly, Roger J
Song, Jiangning

Department of Biochemistry and Molecular Biology, Biomedicine Discovery Institute, Monash University, Melbourne 3800, Australia
Department of Biochemistry and Molecular Biology, Biomedicine Discovery Institute, Monash University, Melbourne 3800, Australia
Department of Biochemistry and Molecular Biology, Biomedicine Discovery Institute, Monash University, Melbourne 3800, Australia
Faculty of Information Technology, Monash University, Melbourne 3800, Australia
Department of General Surgery, The Second Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang 325027, China
Department of Veterinary Biosciences, Melbourne Veterinary School, The University of Melbourne, Parkville, VIC 3010, Australia
Faculty of Information Technology, Monash Centre for Data Science, Monash University, Melbourne 3800, Australia
Department of Data Science and Artificial Intelligence, Monash University, Melbourne, VIC 3800, Australia
The Alfred Hospital, Melbourne, VIC 3004, Australia
Central Clinical School, Monash University, Melbourne, VIC 3004, Australia
Department of Medicine, Royal Melbourne Hospital, University of Melbourne, Parkville, VIC 3010, Australia
Department of General Surgery, The Second Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang 325027, China
Department of Biochemistry and Molecular Biology, Biomedicine Discovery Institute, Monash University, Melbourne 3800, Australia
Department of Biochemistry and Molecular Biology, Biomedicine Discovery Institute, Monash University, Melbourne 3800, Australia
Department of Data Science and Artificial Intelligence, Monash University, Melbourne, VIC 3800, Australia

To whom correspondence should be addressed. Email: [email protected] or [email protected] or [email protected]

Received March 11, 2022

Received in revised form June 16, 2022

Accepted July 06, 2022

Revised August 08, 2022

This article is published and distributed under the terms of the Oxford University Press, Standard Journals Publication Model (https://academic.oup.com/journals/pages/open_access/funder_policies/chorus/standard_publication_model)

Bioinformatics 38(17):p 4206-4213, September 01, 2022. | DOI: 10.1093/bioinformatics/btac456