A Fast Deep Learning Approach for Beam Orientation Selection Using Supervised Learning with Column Generation On IMRT Prostate Cancer Patients

被引:0
|
作者
Barkousaraie, A. Sadeghnejad [1 ]
Ogunmolu, O. [1 ]
Jiang, S. [1 ]
Nguyen, D. [1 ]
机构
[1] Univ Texas Southwestern Med Ctr Dallas, Dallas, TX 75390 USA
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
MO-C930-Ge
引用
收藏
页码:E237 / E237
页数:1
相关论文
共 50 条
  • [41] A New Approach using Deep Learning and Reinforcement Learning in HealthCare: Skin Cancer Classification
    Yousra, Dahdouh
    Abdelhakim, Anouar Boudhir
    Mohamed, Ben Ahmed
    INTERNATIONAL JOURNAL OF ELECTRICAL AND COMPUTER ENGINEERING SYSTEMS, 2023, 14 (05) : 557 - 564
  • [42] 5G MIMO Data for Machine Learning: Application to Beam-Selection using Deep Learning
    Klautau, Aldebaro
    Batista, Pedro
    Gonzalez-Prelcic, Nuria
    Wang, Yuyang
    Heath, Robert W., Jr.
    2018 INFORMATION THEORY AND APPLICATIONS WORKSHOP (ITA), 2018,
  • [43] Rapid Auto IMRT Planning Using Cascade Dense Convolutional Neural Network (CDCNN): A Feasibility Study for Fluence Map Prediction Using Deep Learning on Prostate IMRT Patients
    Wang, C.
    Li, X.
    Chang, Y.
    Sheng, Y.
    Zhang, J.
    Yin, F. F.
    Wu, Q. J. J.
    INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS, 2019, 105 (01): : E789 - E790
  • [44] Deformable registration of multimodal retinal images using a weakly supervised deep learning approach
    Martinez-Rio, Javier
    Carmona, Enrique J.
    Cancelas, Daniel
    Novo, Jorge
    Ortega, Marcos
    NEURAL COMPUTING & APPLICATIONS, 2023, 35 (20): : 14779 - 14797
  • [45] Deformable registration of multimodal retinal images using a weakly supervised deep learning approach
    Javier Martínez-Río
    Enrique J. Carmona
    Daniel Cancelas
    Jorge Novo
    Marcos Ortega
    Neural Computing and Applications, 2023, 35 : 14779 - 14797
  • [46] Unstructured Medical Text Classification Using Linguistic Analysis: A Supervised Deep Learning Approach
    Al-Doulat, Ahmad
    Obaidat, Islam
    Lee, Minwoo
    2019 IEEE/ACS 16TH INTERNATIONAL CONFERENCE ON COMPUTER SYSTEMS AND APPLICATIONS (AICCSA 2019), 2019,
  • [47] An approach for cancer classification using optimization driven deep learning
    Devendran, Menaga
    Sathya, Revathi
    INTERNATIONAL JOURNAL OF IMAGING SYSTEMS AND TECHNOLOGY, 2021, 31 (04) : 1936 - 1953
  • [48] Cervical Cancer Diagnosis using CervixNet - A Deep Learning Approach
    Gorantla, Rohan
    Singh, Rajeev Kumar
    Pandey, Rohan
    Jain, Mayank
    2019 IEEE 19TH INTERNATIONAL CONFERENCE ON BIOINFORMATICS AND BIOENGINEERING (BIBE), 2019, : 397 - 404
  • [49] DETECTION OF WOMEN UTERINAL CANCER USING DEEP LEARNING APPROACH
    Deepa, K.
    Priyanka, K.
    INTERNATIONAL JOURNAL OF LIFE SCIENCE AND PHARMA RESEARCH, 2019, : 96 - 101
  • [50] Identifying cancer biomarkers from leukemia data using feature selection and supervised learning
    Begum, Shemim
    Chakraborty, Debasis
    Sarkar, Ram
    2016 IEEE FIRST INTERNATIONAL CONFERENCE ON CONTROL, MEASUREMENT AND INSTRUMENTATION (CMI), 2016, : 249 - 253