Accurate COVID-19 detection using full blood count data and machine learning

被引:0
|
作者
Yang, Richard [1 ]
Chen, Ding [2 ]
Yang, Qingping [1 ]
Qiu, Yang [2 ]
Wang, Fang [1 ]
机构
[1] College of Engineering, Design and Physical Sciences, Brunel University London, Uxbridge, United Kingdom
[2] Wuhan Union Hospital Affiliated with Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
关键词
COVID-19;
D O I
10.1051/ijmqe/2024013
中图分类号
学科分类号
摘要
引用
收藏
相关论文
共 50 条
  • [21] Machine learning approach for COVID-19 crisis using the clinical data
    Kumar, N. R. P.
    Shetty, N. S.
    INDIAN JOURNAL OF BIOCHEMISTRY & BIOPHYSICS, 2020, 57 (05): : 602 - 605
  • [22] An Overview of Supervised Machine Learning Methods and Data Analysis for COVID-19 Detection
    Kouanou, Aurelle Tchagna
    Attia, Thomas Mih
    Feudjio, Cyrille
    Djeumo, Anges Fleurio
    Mouelas, Adele Ngo
    Nzogang, Mendel Patrice
    Tchapga, Christian Tchito
    Tchiotsop, Daniel
    JOURNAL OF HEALTHCARE ENGINEERING, 2021, 2021
  • [23] Machine Learning Facemask Detection Models for COVID-19
    Puzi, Asmarani Ahmad
    Zainuddin, Ahmad Anwar
    Sahak, Rohilah
    Yunos, Muhammad Farhan Affendi Mohamad
    Rahman, Siti Husna Abdul
    Ramly, Munirah Mohd
    Maaz, Muhammad
    Kaitane, Wonderful Shammah
    2022 IEEE INTERNATIONAL CONFERENCE ON SEMICONDUCTOR ELECTRONICS (ICSE 2022), 2022, : 148 - 151
  • [24] Machine Learning Approach for COVID-19 Detection on Twitter
    Amin, Samina
    Uddin, M. Irfan
    Al-Baity, Heyam H.
    Zeb, M. Ali
    Khan, M. Abrar
    CMC-COMPUTERS MATERIALS & CONTINUA, 2021, 68 (02): : 2231 - 2247
  • [25] Machine learning COVID-19 detection from wearables
    Nestor, Bret
    Hunter, Jaryd
    Kainkaryam, Raghu
    Drysdale, Erik
    Inglis, Jeffrey B.
    Shapiro, Allison
    Nagaraj, Sujay
    Ghassemi, Marzyeh
    Foschini, Luca
    Goldenberg, Anna
    LANCET DIGITAL HEALTH, 2023, 5 (04): : E182 - E184
  • [26] Epidemic Prediction using Machine Learning and Deep Learning Models on COVID-19 Data
    Mohanraj, G.
    Mohanraj, V
    Marimuthu, M.
    Sathiyamoorthi, V
    Luhach, Ashish Kr
    Kumar, Sandeep
    JOURNAL OF EXPERIMENTAL & THEORETICAL ARTIFICIAL INTELLIGENCE, 2023, 35 (03) : 377 - 393
  • [27] Machine Learning and OLAP on Big COVID-19 Data
    Leung, Carson K.
    Chen, Yubo
    Hoi, Calvin S. H.
    Shang, Siyuan
    Cuzzocrea, Alfredo
    2020 IEEE INTERNATIONAL CONFERENCE ON BIG DATA (BIG DATA), 2020, : 5118 - 5127
  • [28] Prediction of an epidemic with Machine Learning and Covid-19 Data
    Fang Wenhui
    Wang Yihui
    Lu Zhipeng
    2021 5TH INTERNATIONAL CONFERENCE ON ADVANCES IN ENERGY, ENVIRONMENT AND CHEMICAL SCIENCE (AEECS 2021), 2021, 245
  • [29] Application of Machine Learning for COVID-19 Data Analysis
    Shinde-Pawar, Manisha
    Pujari, Rajendra
    Mujawar, Ayesha
    Shah, Alok
    Gala, Deepali
    Patil, Bhaskar
    JOURNAL OF PHARMACEUTICAL NEGATIVE RESULTS, 2022, 13 (03) : 334 - 338
  • [30] The Role of Big Data and Machine Learning in COVID-19
    Ababneh, Mustafa
    Aljarrah, Aayat
    Karagozlu, Damla
    BRAIN-BROAD RESEARCH IN ARTIFICIAL INTELLIGENCE AND NEUROSCIENCE, 2020, 11 (02) : 1 - 20