Machine learning in echocardiography-based prediction model of cardiovascular diseases

被引:0
|
作者
Yasheng, Zubaire [1 ,2 ,3 ]
Zhao, Ruohan [1 ,2 ,3 ]
Zhu, Ye [1 ,2 ,3 ]
Zhang, Zisang [1 ,2 ,3 ]
Lv, Qing [1 ,2 ,3 ]
Xie, Mingxing [1 ,2 ,3 ]
Zhang, Li [1 ,2 ,3 ]
机构
[1] Huazhong Univ Sci & Technol, Union Hosp, Tongji Med Coll, Dept Ultrasound Med, Wuhan 430022, Hubei, Peoples R China
[2] Clin Res Ctr Med Imaging Hubei Prov, Wuhan 430022, Hubei, Peoples R China
[3] Hubei Prov Key Lab Mol Imaging, Wuhan 430022, Hubei, Peoples R China
基金
中国国家自然科学基金; 国家重点研发计划;
关键词
D O I
10.1097/CM9.0000000000003350
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
引用
收藏
页码:228 / 230
页数:3
相关论文
共 50 条
  • [21] Three-Dimensional Echocardiography-Based Prediction of Posterior Leaflet Resection
    Rim, Yonghoon
    Choi, Ahnryul
    Laing, Susan T.
    McPherson, David D.
    Kim, Hyunggun
    ECHOCARDIOGRAPHY-A JOURNAL OF CARDIOVASCULAR ULTRASOUND AND ALLIED TECHNIQUES, 2014, 31 (10): : E300 - E303
  • [22] Machine learning based models for Cardiovascular risk prediction
    Rajliwall, Nitten S.
    Davey, Rachel
    Chetty, Girija
    2018 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND DATA ENGINEERING (ICMLDE 2018), 2018, : 142 - 148
  • [23] RETRACTED: A Machine-Learning-Based System for Prediction of Cardiovascular and Chronic Respiratory Diseases (Retracted Article)
    Shah, Wajid
    Aleem, Muhammad
    Iqbal, Muhammad Azhar
    Islam, Muhammad Arshad
    Ahmed, Usman
    Srivastava, Gautam
    Lin, Jerry Chun-Wei
    JOURNAL OF HEALTHCARE ENGINEERING, 2021, 2021
  • [24] Clinical Application of Machine Learning-Based Artificial Intelligence in the Diagnosis, Prediction, and Classification of Cardiovascular Diseases
    Shu, Songren
    Ren, Jie
    Song, Jiangping
    CIRCULATION JOURNAL, 2021, 85 (09) : 1416 - 1425
  • [25] Machine Learning-Based Hospital Discharge Prediction for Patients With Cardiovascular Diseases: Development and Usability Study
    Ahn, Imjin
    Gwon, Hansle
    Kang, Heejun
    Kim, Yunha
    Seo, Hyeram
    Choi, Heejung
    Cho, Ha Na
    Kim, Minkyoung
    Jun, Tae Joon
    Kim, Young-Hak
    JMIR MEDICAL INFORMATICS, 2021, 9 (11)
  • [26] A Systematic Review of Machine Learning and IoT Applied to the Prediction and Monitoring of Cardiovascular Diseases
    Cuevas-Chavez, Alejandra
    Hernandez, Yasmin
    Ortiz-Hernandez, Javier
    Sanchez-Jimenez, Eduardo
    Ochoa-Ruiz, Gilberto
    Perez, Joaquin
    Gonzalez-Serna, Gabriel
    HEALTHCARE, 2023, 11 (16)
  • [27] GEMTrans: A General, Echocardiography-Based, Multi-level Transformer Framework for Cardiovascular Diagnosis
    Mokhtari, Masoud
    Ahmadi, Neda
    Tsang, Teresa S. M.
    Abolmaesumi, Purang
    Liao, Renjie
    MACHINE LEARNING IN MEDICAL IMAGING, MLMI 2023, PT II, 2024, 14349 : 1 - 10
  • [28] Machine intelligence based early prediction methods for Cardiovascular Diseases (CVDs)
    Udhan, Shivganga
    Patil, Bankat
    Patil, Suvarna
    Kanawade, Sneha
    Doke, Priyadarshani
    Hajare, Deepali
    JOURNAL OF ELECTRICAL SYSTEMS, 2024, 20 (02) : 587 - 597
  • [29] An ensemble based lightweight deep learning model for the prediction of cardiovascular diseases from electrocardiogram images
    Hasan, Md Nahid
    Hossain, Md Ali
    Rahman, Md Anisur
    ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2025, 141
  • [30] Machine learning-based risk prediction model for cardiovascular disease using a hybrid dataset
    Kanagarathinam, Karthick
    Sankaran, Durairaj
    Manikandan, R.
    DATA & KNOWLEDGE ENGINEERING, 2022, 140