Machine Learning for Automated Quality Assurance in Radiotherapy

被引：0
|
作者：
El Naqa, I. [1 ]
DeMarco, J. [2 ]
Al-Hallaq, H. [3 ]
Booth, J. [4 ]
Ritter, T. [5 ]
Kim, G. [6 ]
Park, S. [7 ]
Popple, R. [8 ]
Perez, M.
Farrey, K. [3 ,4 ]
Moran, J. [1 ]
机构：
[1] Univ Michigan, Ann Arbor, MI 48109 USA
[2] Cedars Sinai Med Ctr, Los Angeles, CA 90048 USA
[3] Univ Chicago, Chicago, IL 60637 USA
[4] Royal North Shore Hosp, St Leonards, NSW, Australia
[5] VCU Hlth Syst, Ann Arbor, MI USA
[6] Univ Calif San Diego, La Jolla, CA 92093 USA
[7] McLaren Flint, Flint, MI USA
[8] Univ Alabama Birmingham, Birmingham, AL USA
来源：
MEDICAL PHYSICS | 2017年 / 44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-FG-605-
引用
收藏
页码：3159 / 3159
页数：1
相关论文
共 50 条
  • [1] Understanding machine learning classifier decisions in automated radiotherapy quality assurance
    Chen, Yunsheng
    Aleman, Dionne M.
    Purdie, Thomas G.
    McIntosh, Chris
    [J]. PHYSICS IN MEDICINE AND BIOLOGY, 2022, 67 (02):
  • [2] Machine learning for automated quality assurance in radiotherapy: A proof of principle using EPID data description
    El Naqa, Issam
    Irrer, Jim
    Ritter, Tim A.
    DeMarco, John
    Al-Hallaq, Hania
    Booth, Jeremy
    Kim, Grace
    Alkhatib, Ahmad
    Popple, Richard
    Perez, Mario
    Farrey, Karl
    Moran, Jean M.
    [J]. MEDICAL PHYSICS, 2019, 46 (04) : 1914 - 1921
  • [3] Automated Quality Assurance in Radiotherapy
    Loot, K.
    Bauer, R.
    Waletzko, O.
    Rohn, R.
    Block, A.
    [J]. STRAHLENTHERAPIE UND ONKOLOGIE, 2021, 197 (SUPPL 1) : S228 - S228
  • [4] An Anomaly Detector for Radiotherapy Quality Assurance Using Machine Learning
    El Naqa, I.
    [J]. MEDICAL PHYSICS, 2011, 38 (06)
  • [5] Automated quality assurance as an intelligent cloud service using machine learning
    Schreiber, M.
    Kloeber-Koch, J.
    Boemelburg-Zacharias, J.
    Braunreuther, S.
    Reinhart, G.
    [J]. 7TH CIRP GLOBAL WEB CONFERENCE - TOWARDS SHIFTED PRODUCTION VALUE STREAM PATTERNS THROUGH INFERENCE OF DATA, MODELS, AND TECHNOLOGY (CIRPE 2019), 2019, 86 : 185 - 191
  • [6] Deep Learning -Based Automated Quality Assurance for Palliative Spinal Treatment Planning in Radiotherapy
    Kehayias, C. E.
    Bontempi, D.
    Quirk, S.
    Friesen, S.
    Bredfeldt, J. S.
    Huynh, M. A.
    Aerts, H.
    Mak, R. H.
    Guthier, C. V.
    [J]. INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS, 2023, 117 (02): : S50 - S50
  • [7] Quality Assurance of Machine Learning Software
    Nakajima, Shin
    [J]. 2018 IEEE 7TH GLOBAL CONFERENCE ON CONSUMER ELECTRONICS (GCCE 2018), 2018, : 601 - 604
  • [8] Multicentric evaluation of a machine learning model to streamline the radiotherapy patient specific quality assurance process
    Lambri, Nicola
    Hernandez, Victor
    Saez, Jordi
    Pelizzoli, Marco
    Parabicoli, Sara
    Tomatis, Stefano
    Loiacono, Daniele
    Scorsetti, Marta
    Mancosu, Pietro
    [J]. PHYSICA MEDICA-EUROPEAN JOURNAL OF MEDICAL PHYSICS, 2023, 110
  • [9] Machine-related quality assurance in extracranial stereotactic radiotherapy
    Blank, H.
    Csere, P.
    Geyer, P.
    Alheit, H.
    [J]. STRAHLENTHERAPIE UND ONKOLOGIE, 2006, 182 : 125 - 126
  • [10] Validation and Efficiency Evaluation of Automated Quality Assurance Software SunCHECK™ Machine for Mechanical and Dosimetric Quality Assurance
    Dhoundiyal, Mayank
    Rasal, Sachin
    Gupte, Ajinkya
    Dandekar, Prasad Raj
    Jadhav, Ananda
    Awate, Omkar
    [J]. JOURNAL OF MEDICAL PHYSICS, 2024, 49 (02) : 311 - 315
12345