Using Artificial Intelligence to Support Informed Decision-Making on <i>BRAF</i> Mutation Testing

Our AI-driven NLP pipeline demonstrated the potential for annotating biomarker testing and mutation rates. The difficulties we encountered highlight the need for more advanced AI-powered literature searching and data extraction, and more consistent reporting of testing rates. These improvements would reduce the risk of misinterpretation or misunderstanding of testing and mutation rates by AI-based technologies and the health care community, with beneficial impacts on clinical decision-making, research, and trial design.

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Institutions

Publication Details

Journal
JCO Precision Oncology
Published
2024-10-01
DOI
https://doi.org/10.1200/po.23.00685
Citations
2
Primary Topic
Cancer Genomics and Diagnostics
Type
article
Field-Weighted Citation Impact
0.57
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article

Using Artificial Intelligence to Support Informed Decision-Making on BRAF Mutation Testing

Christopher H. Lieu, Jennifer Ghith, Orion Penner, Bob J.A. Schijvenaars et al.
2 citations
JCO Precision Oncology
Cancer Genomics and Diagnostics
0.57
article

Using Artificial Intelligence to Support Informed Decision-Making on BRAF Mutation Testing

Christopher H. Lieu, Jennifer Ghith, Orion Penner, Bob J.A. Schijvenaars, Jennifer Webster
article en
2 citations

Abstract

Our AI-driven NLP pipeline demonstrated the potential for annotating biomarker testing and mutation rates. The difficulties we encountered highlight the need for more advanced AI-powered literature searching and data extraction, and more consistent reporting of testing rates. These improvements would reduce the risk of misinterpretation or misunderstanding of testing and mutation rates by AI-based technologies and the health care community, with beneficial impacts on clinical decision-making, research, and trial design.

JCO Precision OncologyVol. 8(8)
Pfizer (United States) (US), Digital Science (United Kingdom) (GB), University of Colorado Denver (US)
Peace, Justice and strong institutions
Openalex Percentile: Top 31%
Cancer Genomics and Diagnostics
0.57
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