A Clinical Framework for Evaluating Machine Learning Studies

被引:3
|
作者
Ghazi, Lama [1 ]
Ahmad, Tariq [2 ]
Wilson, Francis Perry [1 ]
机构
[1] Yale Sch Med, Clin & Translat Res Accelerator, New Haven, CT 06410 USA
[2] Yale Sch Med, Sect Cardiovasc Med, New Haven, CT 06410 USA
关键词
evaluation; implementation science; machine learning; prediction; prognostic modeling; PREDICTION;
D O I
10.1016/j.jchf.2022.07.002
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
引用
收藏
页码:648 / 650
页数:3
相关论文
共 50 条
  • [21] A semi-supervised machine learning framework for microRNA classification
    Hassani, Mohsen Sheikh
    Green, James R.
    HUMAN GENOMICS, 2019, 13 (Suppl 1) : 43
  • [22] A microscopic public transportation simulation framework based on machine learning
    Delhoum, Younes
    Cardin, Olivier
    Nouiri, Maroua
    Harzallah, Mounira
    JOURNAL OF PUBLIC TRANSPORTATION, 2024, 26
  • [23] Machine Learning Framework for Conotoxin Class and Molecular Target Prediction
    Truong, Duc P.
    Monroe, Lyman K.
    Williams, Robert F.
    Nguyen, Hau B.
    TOXINS, 2024, 16 (11)
  • [24] Developing machine learning based framework for the network traffic prediction
    Murugesan, G.
    Jaiswal, Rachana
    Kshatri, Sapna Singh
    Bhonsle, Devanand
    INTERNATIONAL JOURNAL OF NEXT-GENERATION COMPUTING, 2022, 13 (03): : 777 - 784
  • [25] Evaluating QoE in VoIP networks with QoS mapping and machine learning algorithms
    ZhiGuo Hu
    HongRen Yan
    Tao Yan
    HaiJun Geng
    GuoQing Liu
    NEUROCOMPUTING, 2020, 386 : 63 - 83
  • [26] Evaluating Wear Volume of Oligoether Esters with an Interpretable Machine Learning Approach
    Wang, Hanwen
    Zhang, Chunhua
    Yu, Xiaowen
    Li, Yangyang
    TRIBOLOGY LETTERS, 2023, 71 (02)
  • [27] Application of machine learning to evaluating and remediating models for energy and environmental engineering
    Chen, Hao
    Zhang, Chao
    Yu, Haizeng
    Wang, Zhilin
    Duncan, Ian
    Zhou, Xianmin
    Liu, Xiliang
    Wang, Yu
    Yang, Shenglai
    APPLIED ENERGY, 2022, 320
  • [28] Evaluating ionic liquid toxicity with machine learning and structural similarity methods
    Shan, Rongli
    Zhang, Runqi
    Gao, Ying
    Wang, Wenxin
    Zhu, Wenguang
    Xin, Leilei
    Liu, Tianxiong
    Wang, Yinglong
    Cui, Peizhe
    GREEN CHEMICAL ENGINEERING, 2025, 6 (02) : 249 - 262
  • [29] Evaluating neurorehabilitation exercises captured with commodity sensors and machine-learning framework
    Islam, Abm Tariqul
    Bader, Sebastian
    Kirste, Thomas
    7TH INTERNATIONAL WORKSHOP ON SENSOR-BASED ACTIVITY RECOGNITION AND ARTIFICIAL INTELLIGENCE, IWOAR 2022, 2022,
  • [30] Fuel sorption into polymers: Experimental and machine learning studies
    Creton, Benoit
    Veyrat, Benjamin
    Klopffer, Marie-Helene
    FLUID PHASE EQUILIBRIA, 2022, 556