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Code Interpreter for Bioinformatics: Are We There Yet?

delete2023-07-23
delete19
PRE
AI
王磊 封面图
王磊 (Lei Wang)
X
Xijin Ge
L
Li Liu
G
Gangqing Hu *
DOI:10.1007/s10439-023-03324-9delete
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摘要

摘要

En 中文
The Code Interpreter feature in ChatGPT has the potential to democratize data analysis for non-specialists. As bioinformaticians, we are impressed by its performance in data manipulation and visualization. However, bioinformatics tasks often require execution of third-party packages, access to annotation knowledgebase, and handling large datasets. Code Interpreter's exclusive support for Python, no installation option for additional packages, inability to utilize external resources, and limited storage capacity could pose obstacles to its wide adoption in bioinformatics applications. To address these limitations, we advocated for the necessity of locally deployable, API-based systems for chatbot-aided bioinformatics applications.
Keyword:
Bioinformatics
ChatGPT
Code interpreter

期刊

Annals of Biomedical Engineering 封面图
Annals of Biomedical Engineering
IF:
5.4
论文数:
6.3K
被引数:
1.4W

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A
Arizona State University
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2.7W
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被引数: 4.2W
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South Dakota State University
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3.7K
论文数: 2.8K
被引数: 3.9K
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West Virginia University
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1.4W
论文数: 1.1W
被引数: 1.2W
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