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Artificial intelligence for life sciences: A comprehensive guide and future trends

  • Ming Luo
  • , Wenyu Yang
  • , Long Bai
  • , Lin Zhang
  • , Jia Wei Huang
  • , Yinhong Cao
  • , Yuhua Xie
  • , Liping Tong
  • , Haibo Zhang
  • , Lei Yu
  • , Li Wei Zhou
  • , Yi Shi
  • , Panke Yu
  • , Zuoyun Wang
  • , Zuoqiang Yuan
  • , Peijun Zhang
  • , Youjun Zhang
  • , Feng Ju
  • , Hongbin Zhang
  • , Fang Wang
  • Yuanzheng Cui, Jin Zhang, Gongxue Jia, Dan Wan, Changshun Ruan, Yue Zeng, Pengpeng Wu, Zhaobing Gao, Wenrui Zhao, Yongjun Xu, Guangchuang Yu, Caihuan Tian, Ling N. Jin, Ji Dai, Bingqing Xia, Baojun Sun, Fei Chen, Yi Zhou Gao, Haijun Wang, Bing Wang, Dake Zhang, Xin Cao, Huaiyu Wang, Tao Huang

Research output: Journal article publicationReview articleAcademic researchpeer-review

Abstract

Artificial intelligence has had a profound impact on life sciences. This same time, it points out the challenges faced by artificial intelligence in the review discusses the application, challenges, and future development application of life sciences, such as data quality, black-box problems, and directions of artificial intelligence in various branches of life sciences, ethical concerns. The future directions are prospected from technological including zoology, plant science, microbiology, biochemistry, molecular innovation and interdisciplinary cooperation. The integration of Bio-Tech-biology, cell biology, developmental biology, genetics, neuroscience, nologies (BT) and Information-Technologies (IT) will transform the psychology, pharmacology, clinical medicine, biomaterials, ecology, and biomedical research into AI for Science and Science for AI paradigm. environmental science. It elaborates on the important roles of artificial intelligence in aspects such as behavior monitoring, population dynamic prediction, microorganism identification, and disease detection.

Original languageEnglish
Article number100105
JournalInnovation Life
Volume2
Issue number4
DOIs
Publication statusPublished - 9 Dec 2024

ASJC Scopus subject areas

  • Ecology, Evolution, Behavior and Systematics
  • Health Professions (miscellaneous)
  • Agricultural and Biological Sciences (miscellaneous)

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