Curation of a Large Public Head and Neck Dataset for Machine Learning (RADCURE) Using An Automated Data Mining Platform

被引：0
|
作者：
Welch, M. [1 ]
Patel, T. [4 ]
Kazmierski, M. [3 ]
Marsilla, J. [3 ]
Huang, S. [1 ,2 ]
Kim, S. [3 ]
Rey-Mcintyre, K. [1 ]
O'Sullivan, B. [1 ,2 ]
Waldron, J. [1 ,2 ]
Becker, N. [5 ]
Bratman, S. [1 ,2 ]
Hope, A. [1 ,2 ]
Haibe-Kains, B. [3 ]
Tadic, T. [1 ,2 ]
机构：
[1] Univ Hlth Network, Princess Margaret Canc Ctr, Toronto, ON, Canada
[2] Univ Toronto, Dept Radiat Oncol, Toronto, ON, Canada
[3] Univ Toronto, Dept Med Biophys, Toronto, ON, Canada
[4] Univ Hlth Network, Techna Inst, Toronto, ON, Canada
[5] BCCA Kelowna, Kelowna, BC, Canada
来源：
MEDICAL PHYSICS | 2022年 / 49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：
SU-H430-Ie
引用
收藏
页码：E231 / E231
页数：1
相关论文
共 50 条
  • [31] Agriculture Analysis Using Data Mining And Machine Learning Techniques
    Vanitha, C. N.
    Archana, N.
    Sowmiya, R.
    2019 5TH INTERNATIONAL CONFERENCE ON ADVANCED COMPUTING & COMMUNICATION SYSTEMS (ICACCS), 2019, : 984 - 990
  • [32] Detection and Grading of Radiographic Hand Osteoarthritis Using an Automated Machine Learning Platform
    Caratsch, Leo
    Lechtenboehmer, Christian
    Caorsi, Matteo
    Oung, Karine
    Zanchi, Fabio
    Aleman, Yasser
    Walker, Ulrich
    Omoumi, Patrick
    Huegle, Thomas
    ACR OPEN RHEUMATOLOGY, 2024, 6 (06) : 388 - 395
  • [33] A web-based automated machine learning platform to analyze liquid biopsy data
    Shen, Hanfei
    Liu, Tony
    Cui, Jesse
    Borole, Piyush
    Benjamin, Ari
    Kording, Konrad
    Issadore, David
    LAB ON A CHIP, 2020, 20 (12) : 2166 - 2174
  • [34] Super-resolution head and neck MRA using deep machine learning
    Koktzoglou, Ioannis
    Huang, Rong
    Ankenbrandt, William J.
    Walker, Matthew T.
    Edelman, Robert R.
    MAGNETIC RESONANCE IN MEDICINE, 2021, 86 (01) : 335 - 345
  • [35] Prediction of an educational institute learning environment using machine learning and data mining
    Shoaib, Muhammad
    Sayed, Nasir
    Amara, Nedra
    Latif, Abdul
    Azam, Sikandar
    Muhammad, Sajjad
    EDUCATION AND INFORMATION TECHNOLOGIES, 2022, 27 (07) : 9099 - 9123
  • [36] Prediction of an educational institute learning environment using machine learning and data mining
    Muhammad Shoaib
    Nasir Sayed
    Nedra Amara
    Abdul Latif
    Sikandar Azam
    Sajjad Muhammad
    Education and Information Technologies, 2022, 27 : 9099 - 9123
  • [37] ALEATORIC LARGE DATASET ANALYSIS FRAMEWORK: A PRACTICAL APPROACH TO MINING PUBLIC EXPRESSION DATA FOR CANCER RESEARCHERS
    Ewald, Jonathan A.
    Bailey, Howard H.
    Ricke, William A.
    Downs, Tracy M.
    JOURNAL OF UROLOGY, 2014, 191 (04): : E433 - E433
  • [38] Machine Learning and Deep Learning frameworks and libraries for large-scale data mining: a survey
    Giang Nguyen
    Stefan Dlugolinsky
    Martin Bobák
    Viet Tran
    Álvaro López García
    Ignacio Heredia
    Peter Malík
    Ladislav Hluchý
    Artificial Intelligence Review, 2019, 52 : 77 - 124
  • [39] Machine Learning and Deep Learning frameworks and libraries for large-scale data mining: a survey
    Nguyen, Giang
    Dlugolinsky, Stefan
    Bobak, Martin
    Viet Tran
    Lopez Garcia, Alvaro
    Heredia, Ignacio
    Malik, Peter
    Hluchy, Ladislav
    ARTIFICIAL INTELLIGENCE REVIEW, 2019, 52 (01) : 77 - 124
  • [40] Data-Mining and Machine Learning for Knowledge-Based Treatment Planning Support in Radiation Therapy of Head and Neck Cancer Using Anatomical Structure and Tumor Position
    Benedick, Trent
    Galvan, Jorge Solis
    Alshehri, Wejdan Ali A.
    Fue, Ryan
    Asbach, John
    Le, Anh H.
    Liu, Brent
    IMAGING INFORMATICS FOR HEALTHCARE, RESEARCH, AND APPLICATIONS, MEDICAL IMAGING 2024, 2024, 12931
12345