[Application of Artificial Intelligence in Clinical Genomics].

Journal: Zhongguo yi xue ke xue yuan xue bao. Acta Academiae Medicinae Sinicae
Published Date: Dec 30, 2021

Abstract

Clinical genomics mainly studies the clinical application of genomics in diagnosis,treatment decision,and prognosis prediction.Artificial intelligence enables the processing of complex and massive data in genomics which are difficult to be dealt with traditional algorithms and techniques.At present,artificial intelligence is involved in many tasks of clinical genomics,such as variant calling and classification,imaging and genetic diagnosis,electronic health record-based genetic diagnosis,and prediction of drug effect and adverse reaction.This review elaborates the application of artificial intelligence in different aspects of clinical genomics.

Authors

  • Xing Liu
    School of Food Science and Engineering, Hainan University 58 Renmin Avenue Haikou 570228 China zhangzeling@hainanu.edu.cn benchao312@hainanu.edu.cn xuhuan.hnu@foxmail.com qichen@hainanu.edu.cn sunzhichang11@163.com hmcao@hainanu.edu.cn.
  • Yin Yang
    Liver Surgery and NHC Key Lab of Transplant Engineering and Immunology, Regenerative Medical Research Center, Department of Clinical Research Management, West China Hospital, Sichuan University, Chengdu 610041, China.
  • Yi-Ping Ge
    Department of Cosmetic Laser Surgery, Institute of Dermatology,CAMS and PUMC,Nanjing 210042,China.
  • Tong Lin
    The Key Laboratory of Machine Perception (Ministry of Education), School of EECS, Peking University, Beijing, China.

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