Application of Artificial Intelligence in Clinical Genomics.
10.3881/j.issn.1000-503X.13931
- Author:
Xing LIU
1
;
Yin YANG
1
;
Yi-Ping GE
1
;
Tong LIN
2
Author Information
1. Department of Cosmetic Laser Surgery, Institute of Dermatology,CAMS and PUMC,Nanjing 210042,China.
2. Jiangsu Key Laboratory of Molecular Biology for Skin Diseases and Sexually Transmitted Infections,Institute of Dermatology,CAMS and PUMC,Nanjing 210042,China.
- Publication Type:Review
- Keywords:
application;
artificial intelligence;
clinical genomics
- MeSH:
Algorithms;
Artificial Intelligence;
Diagnostic Imaging;
Genomics;
Prognosis
- From:
Acta Academiae Medicinae Sinicae
2021;43(6):950-955
- CountryChina
- Language:Chinese
-
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.
