LARGE LANGUAGE MODELS (LLMS) AND CHATGPT FOR BIOMEDICINE

被引:0
作者
Arighi, Cecilia [1 ]
Brenner, Steven [2 ]
Lu, Zhiyong [3 ]
机构
[1] Univ Delaware, Dept Comp & Informat Sci, Ammon Pinizzotto Biopharmaceut Innovat Bldg,590 A, Newark, DE 19713 USA
[2] Univ Calif Berkeley, Dept Plant & Microbial Biol, 461 Koshland Hall, Berkeley, CA 94720 USA
[3] NCBI, NLM, NIH, Bethesda, MD 20894 USA
来源
BIOCOMPUTING 2024, PSB 2024 | 2024年
关键词
ChatGPT; large language model; LLM; generative AI; biomedicine and health; education; ethics;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Large Language Models (LLMs) are a type of artificial intelligence that has been revolutionizing various fields, including biomedicine. They have the capability to process and analyze large amounts of data, understand natural language, and generate new content, making them highly desirable in many biomedical applications and beyond. In this workshop, we aim to introduce the attendees to an in-depth understanding of the rise of LLMs in biomedicine, and how they are being used to drive innovation and improve outcomes in the field, along with associated challenges and pitfalls.
引用
收藏
页码:641 / 644
页数:4
相关论文
共 20 条
[11]   Evolutionary-scale prediction of atomic-level protein structure with a language model [J].
Lin, Zeming ;
Akin, Halil ;
Rao, Roshan ;
Hie, Brian ;
Zhu, Zhongkai ;
Lu, Wenting ;
Smetanin, Nikita ;
Verkuil, Robert ;
Kabeli, Ori ;
Shmueli, Yaniv ;
Costa, Allan dos Santos ;
Fazel-Zarandi, Maryam ;
Sercu, Tom ;
Candido, Salvatore ;
Rives, Alexander .
SCIENCE, 2023, 379 (6637) :1123-1130
[12]  
OpenAI, Introducing ChatGPT
[13]  
Radford A., 2018, Improving language understanding by generative pre-training
[14]  
Radford A, 2019, OPENAI BLOG
[15]  
Raffel C, 2020, J MACH LEARN RES, V21
[16]   The Potential of ChatGPT to Transform Healthcare and Address Ethical Challenges in Artificial-Driven Medicine [J].
Ray, Partha Pratim ;
Majumder, Poulami .
JOURNAL OF CLINICAL NEUROLOGY, 2023, 19 (05) :509-511
[17]  
Tian Shubo, 2023, Opportunities and challenges for chatgpt and large language models in biomedicine and health
[18]  
Vaswani A, 2017, ADV NEUR IN, V30
[19]   Commentary: AI-based online chat and the future of oncology care: a promising technology or a solution in search of a problem? [J].
Zhang, Hui ;
Guan, Yongfu ;
Chen, Jinping ;
Tong, Wenting .
FRONTIERS IN ONCOLOGY, 2023, 13
[20]  
Zhao W. X., 2023, A survey of large language models