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
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
  • [41] Performance Assessment Using Supervised Machine Learning Algorithms of Opinion Mining on Social Media Dataset
    Susmitha, M.
    Pranitha, R. Laxmi
    PROCEEDINGS OF SECOND INTERNATIONAL CONFERENCE ON ADVANCES IN COMPUTER ENGINEERING AND COMMUNICATION SYSTEMS, ICACECS 2021, 2022, : 419 - 427
  • [42] Development and Validation of an Automated Image-Based Deep Learning Platform for Sarcopenia Assessment in Head and Neck Cancer
    Ye, Zezhong
    Saraf, Anurag
    Ravipati, Yashwanth
    Hoebers, Frank
    Catalano, Paul J.
    Zha, Yining
    Zapaishchykova, Anna
    Likitlersuang, Jirapat
    Guthier, Christian
    Tishler, Roy B.
    Schoenfeld, Jonathan D.
    Margalit, Danielle N.
    Haddad, Robert I.
    Mak, Raymond H.
    Naser, Mohamed
    Wahid, Kareem A.
    Sahlsten, Jaakko
    Jaskari, Joel
    Kaski, Kimmo
    Maekitie, Antti A.
    Fuller, Clifton D.
    Aerts, Hugo J. W. L.
    Kann, Benjamin H.
    JAMA NETWORK OPEN, 2023, 6 (08) : E2328280
  • [43] Prognosing post-treatment outcomes of head and neck cancer using structured data and machine learning: A systematic review
    Moharrami, Mohammad
    Zavareh, Parnia Azimian
    Watson, Erin
    Singhal, Sonica
    Johnson, Alistair E. W.
    Hosni, Ali
    Quinonez, Carlos
    Glogauer, Michael
    PLOS ONE, 2024, 19 (07):
  • [44] Automated estimation of disease recurrence in head and neck cancer using routine healthcare data
    Ricketts, K.
    Williams, M.
    Liu, Z. -W.
    Gibson, A.
    COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, 2014, 117 (03) : 412 - 424
  • [45] Understanding the impact of radiotherapy fractionation on overall survival in a large head and neck squamous cell carcinoma dataset: a comprehensive approach combining mechanistic and machine learning models
    Shuryak, Igor
    Wang, Eric
    Brenner, David J.
    FRONTIERS IN ONCOLOGY, 2024, 14
  • [46] An adaptive correlation based video data mining using machine learning
    Mallikharjuna, L. K.
    Reddy, V. S. K.
    INTERNATIONAL JOURNAL OF KNOWLEDGE-BASED AND INTELLIGENT ENGINEERING SYSTEMS, 2020, 24 (01) : 1 - 9
  • [47] CLASSIFICATION OF FACIAL EXPRESSIONS USING DATA MINING AND MACHINE LEARNING ALGORITHMS
    Faria, Brigida Monica
    Lau, Nuno
    Reis, Luis Paulo
    SISTEMAS E TECHNOLOGIAS DE INFORMACAO: ACTAS DA 4A CONFERENCIA IBERICA DE SISTEMAS E TECNOLOGIAS DE LA INFORMACAO, 2009, : 197 - +
  • [48] Predicting osteoarthritis in adults using statistical data mining and machine learning
    Bertoncelli, Carlo M.
    Altamura, Paola
    Bagui, Sikha
    Bagui, Subhash
    Vieira, Edgar Ramos
    Costantini, Stefania
    Monticone, Marco
    Solla, Federico
    Bertoncelli, Domenico
    THERAPEUTIC ADVANCES IN MUSCULOSKELETAL DISEASE, 2022, 14
  • [49] Predicting hospital length of stay using machine learning on a large open health dataset
    Jain, Raunak
    Singh, Mrityunjai
    Rao, A. Ravishankar
    Garg, Rahul
    BMC HEALTH SERVICES RESEARCH, 2024, 24 (01)
  • [50] Distributed Data Platform for Machine Learning Using the Fog Computing Model
    Tsuchiya T.
    Mochizuki R.
    Hirose H.
    Yamada T.
    Koyanagi K.
    Minh Tran Q.
    SN Computer Science, 2020, 1 (3)