Building Robust Machine Learning Models for Colorectal Cancer Risk Prediction

被引：0
|
作者：
Nartowt, B. [1 ]
Hart, G. [2 ]
Muhammad, W. [3 ]
Liang, Y. [4 ]
Deng, J. [5 ]
机构：
[1] Yale New Haven Med Ctr, 20 York St, New Haven, CT 06504 USA
[2] Yale Univ, New Haven, CT USA
[3] Yale Univ, Yale Sch Med, New Haven, CT USA
[4] Med Coll Wisconsin, Milwaukee, WI 53226 USA
[5] Yale Univ, Sch Med, New Haven, CT USA
来源：
MEDICAL PHYSICS | 2019年 / 46卷 / 06期
关键词：
D O I：
暂无
中图分类号：
R8 [特种医学]; R445 [影像诊断学];
学科分类号：
1002 ; 100207 ; 1009 ;
摘要：
TU-C1000-G
引用
收藏
页码：E324 / E324
页数：1
相关论文
共 50 条
  • [1] A Model of Risk of Colorectal Cancer Tested between Studies: Building Robust Machine Learning Models for Colorectal Cancer Risk Prediction
    Nartowt, B.
    Hart, G. R.
    Muhammad, W.
    Liang, Y.
    Deng, J.
    [J]. INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS, 2019, 105 (01): : E132 - E132
  • [2] Robust Machine Learning for Colorectal Cancer Risk Prediction and Stratification
    Nartowt, Bradley J.
    Hart, Gregory R.
    Muhammad, Wazir
    Liang, Ying
    Stark, Gigi F.
    Deng, Jun
    [J]. FRONTIERS IN BIG DATA, 2020, 3
  • [3] Machine Learning for Colorectal Cancer Risk Prediction
    Zheng, Ling
    Eniola, Elijah
    Wang, Jiacun
    [J]. 2021 INTERNATIONAL CONFERENCE ON CYBER-PHYSICAL SOCIAL INTELLIGENCE (ICCSI), 2021,
  • [4] Evaluating machine learning models for building risk prediction models in complex datasets
    Cook, James P.
    Goulermas, Yannis
    Morris, Andrew P.
    [J]. GENETIC EPIDEMIOLOGY, 2020, 44 (05) : 477 - 477
  • [5] Lung Cancer Risk Prediction with Machine Learning Models
    Dritsas, Elias
    Trigka, Maria
    [J]. BIG DATA AND COGNITIVE COMPUTING, 2022, 6 (04)
  • [6] Editorial: machine learning models for gastric cancer risk prediction
    Spaander, Manon C. W.
    Kuipers, Ernst J.
    [J]. ALIMENTARY PHARMACOLOGY & THERAPEUTICS, 2021, 53 (08) : 943 - 944
  • [7] The efficacy of machine learning models in lung cancer risk prediction with explainability
    Pathan, Refat Khan
    Shorna, Israt Jahan
    Hossain, Md. Sayem
    Khandaker, Mayeen Uddin
    Almohammed, Huda I.
    Hamd, Zuhal Y.
    [J]. PLOS ONE, 2024, 19 (06):
  • [8] Building Risk Prediction Models for Type 2 Diabetes Using Machine Learning Techniques
    Xie, Zidian
    Nikolayeva, Olga
    Luo, Jiebo
    Li, Dongmei
    [J]. PREVENTING CHRONIC DISEASE, 2019, 16
  • [9] Building risk prediction models for daily use of marijuana using machine learning techniques
    Parekh, Tarang
    Fahim, Farhan
    [J]. DRUG AND ALCOHOL DEPENDENCE, 2021, 225
  • [10] APPLICATIONS OF MACHINE LEARNING MODELS IN THE PREDICTION OF POST-COLONOSCOPY COLORECTAL CANCER RISK: A POPULATION-BASED STUDY
    Lui, Thomas Ka-Luen
    Cheung, Ka Shing
    Leung, Wai Keung
    [J]. GASTROENTEROLOGY, 2021, 160 (06) : S377 - S378
12345