干旱区生态环境知识资源中心(Arid): AI for life: Trends in artificial intelligence for biotechnology

Arid

DOI	10.1016/j.nbt.2023.02.001
	AI for life: Trends in artificial intelligence for biotechnology
	Holzinger, Andreas; Keiblingera, Katharina; Holub, Petr; Zatloukal, Kurt; Mueller, Heimo
通讯作者	Holzinger, A
来源期刊	NEW BIOTECHNOLOGY
ISSN	1871-6784
EISSN	1876-4347
出版年	2023
卷号	74 页码:16-24
英文摘要	Due to popular successes (e.g., ChatGPT) Artificial Intelligence (AI) is on everyone's lips today. When advances in biotechnology are combined with advances in AI unprecedented new potential solutions become available. This can help with many global problems and contribute to important Sustainability Development Goals. Current examples include Food Security, Health and Well-being, Clean Water, Clean Energy, Responsible Consumption and Production, Climate Action, Life below Water, or protect, restore and promote sustainable use of terrestrial ecosystems, sustainably manage forests, combat desertification, and halt and reverse land degradation and halt biodiversity loss. AI is ubiquitous in the life sciences today. Topics include a wide range from machine learning and Big Data analytics, knowledge discovery and data mining, biomedical ontologies, knowledge-based reasoning, natural language processing, decision support and reasoning under uncertainty, temporal and spatial representation and inference, and methodological aspects of explainable AI (XAI) with applications of biotechnology. In this pre-Editorial paper, we provide an overview of open research issues and challenges for each of the topics addressed in this special issue. Potential authors can directly use this as a guideline for developing their paper.
英文关键词	Artificial Intelligence Biotechnology Deep Learning Digital Transformation Machine Learning
类型	Article
语种	英语
开放获取类型	gold
收录类别	SCI-E
WOS记录号	WOS:000936300300001
WOS关键词	STANDARDS
WOS类目	Biochemical Research Methods ; Biotechnology & Applied Microbiology
WOS研究方向	Biochemistry & Molecular Biology ; Biotechnology & Applied Microbiology
资源类型	期刊论文
条目标识符	http://119.78.100.177/qdio/handle/2XILL650/397910
推荐引用方式 GB/T 7714	Holzinger, Andreas,Keiblingera, Katharina,Holub, Petr,et al. AI for life: Trends in artificial intelligence for biotechnology[J],2023,74:16-24.
APA	Holzinger, Andreas,Keiblingera, Katharina,Holub, Petr,Zatloukal, Kurt,&Mueller, Heimo.(2023).AI for life: Trends in artificial intelligence for biotechnology.NEW BIOTECHNOLOGY,74,16-24.
MLA	Holzinger, Andreas,et al."AI for life: Trends in artificial intelligence for biotechnology".NEW BIOTECHNOLOGY 74(2023):16-24.