A Facile machine learning multi-classification model for Streptococcus agalactiae clonal complexes

被引：0
|
作者：
Jingxian Liu
Jing Zhao
Chencui Huang
Jingxu Xu
Wei Liu
Jiajia Yu
Hongyan Guan
Ying Liu
Lisong Shen
机构：
[1] Xin Hua Hospital,Department of Clinical Laboratory
[2] Shanghai Jiao Tong University School of Medicine,Department of Research Collaboration
[3] R&D Center,Faculty of Medical Laboratory Sciences
[4] Beijing Deepwise & League of PHD Technology Co.,undefined
[5] Ltd,undefined
[6] Shanghai Jiao Tong University School of Medicine,undefined
来源：
Annals of Clinical Microbiology and Antimicrobials | / 21卷
关键词：
Multilocus sequence typing; Clonal complex; Machine learning;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
引用
收藏
相关论文
共 50 条
  • [41] Deep learning model for multi-classification of infectious diseases from unstructured electronic medical records
    Mengying Wang
    Zhenhao Wei
    Mo Jia
    Lianzhong Chen
    Hong Ji
    BMC Medical Informatics and Decision Making, 22
  • [42] Deep learning model for multi-classification of infectious diseases from unstructured electronic medical records
    Wang, Mengying
    Wei, Zhenhao
    Jia, Mo
    Chen, Lianzhong
    Ji, Hong
    BMC MEDICAL INFORMATICS AND DECISION MAKING, 2022, 22 (01)
  • [43] MKELM based multi-classification model for foreign accent identification
    Kashif, Kaleem
    Alwan, Abeer
    Wu, Yizhi
    De Nardis, Luca
    Di Benedetto, Maria-Gabriella
    HELIYON, 2024, 10 (16)
  • [44] A hybrid approach for efficient multi-classification of white blood cells based on transfer learning techniques and traditional machine learning methods
    Cengil, Emine
    Çınar, Ahmet
    Yıldırım, Muhammed
    Concurrency and Computation: Practice and Experience, 2022, 34 (06)
  • [45] A pooling convolution model for multi-classification of ECG and PCG signals
    Wang, Juliang
    Zang, Junbin
    An, Qi
    Wang, Haoxin
    Zhang, Zhidong
    COMPUTER METHODS IN BIOMECHANICS AND BIOMEDICAL ENGINEERING, 2023,
  • [46] ATextCNN Model: A New Multi-classification Method for Police Situation
    Wang, Wenhuan
    Feng, Ding
    Li, Bohan
    Tian, Jiaying
    ADVANCED DATA MINING AND APPLICATIONS, 2020, 12447 : 135 - 147
  • [47] A hybrid approach for efficient multi-classification of white blood cells based on transfer learning techniques and traditional machine learning methods
    Cengil, Emine
    Cinar, Ahmet
    Yildirim, Muhammed
    CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE, 2022, 34 (06):
  • [48] Smart contracts auditing and multi-classification using machine learning algorithms: an efficient vulnerability detection in ethereum blockchain
    El Haddouti, Samia
    Khaldoune, Mohammed
    Ayache, Meryeme
    Ech-Cherif El Kettani, Mohamed Dafir
    COMPUTING, 2024, 106 (09) : 2971 - 3003
  • [49] Adaptive segmentation based on multi-classification model for dermoscopy images
    Fengying XIE
    Yefen WU
    Yang LI
    Zhiguo JIANG
    Rusong MENG
    Frontiers of Computer Science, 2015, 9 (05) : 720 - 728
  • [50] Adaptive segmentation based on multi-classification model for dermoscopy images
    Fengying Xie
    Yefen Wu
    Yang Li
    Zhiguo Jiang
    Rusong Meng
    Frontiers of Computer Science, 2015, 9 : 720 - 728
12345