Simon Cai
Simon Cai
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Transformer
Transformer-based deep learning integrates multi-omic data with cancer pathways
Multi-omic data analysis incorporating machine learning has the potential to significantly improve cancer diagnosis and prognosis. Traditional machine learning methods are usually limited to omic measurements, omitting existing domain knowledge, such as the biological networks that link molecular entities in various omic data types.
Integrating multi-omics data with biological knowledge by Transformer-based deep learning
Omics data analysis, powered by machine learning, has significantly improved cancer diagnosis and prognosis. However, most machine …
Nov 25, 2021 12:00 AM — 12:00 AM
Virtual/Australia
Zhaoxiang Cai
,
Rebecca C Poulos
,
Qing Zhong
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