Deep learning-based tumor segmentation of endoscopy images for rectal cancer patients

被引：0
|
作者：
Weishaupt, L. [1 ]
Antonacci, A. Thibodeau [1 ]
Garant, A. [2 ]
Singh, K. [3 ]
Miller, C. [4 ]
Vuong, T. [5 ]
Enger, S. A. [1 ]
机构：
[1] McGill Univ, Dept Oncol, Med Phys Unit, Fac Med, Montreal, PQ, Canada
[2] UT Southwestern Med Ctr, Radiat Oncol, Dallas, TX USA
[3] McGill Univ, Hlth Ctr, Div Gastroenterol, Montreal, PQ, Canada
[4] Jewish Gen Hosp, Div Gastroenterol, Montreal, PQ, Canada
[5] Jewish Gen Hosp, Dept Oncol, Montreal, PQ, Canada
来源：
RADIOTHERAPY AND ONCOLOGY | 2021年 / 161卷
关键词：
D O I：
暂无
中图分类号：
R73 [肿瘤学];
学科分类号：
100214 ;
摘要：
PD-0931
引用
收藏
页码：S773 / S775
页数：3
相关论文
共 50 条
  • [21] Deep Learning-Based Detection and Segmentation for BVS Struts in IVOCT Images
    Cao, Yihui
    Lu, Yifeng
    Jin, Qinhua
    Jing, Jing
    Chen, Yundai
    Li, Jianan
    Zhu, Rui
    INTRAVASCULAR IMAGING AND COMPUTER ASSISTED STENTING AND LARGE-SCALE ANNOTATION OF BIOMEDICAL DATA AND EXPERT LABEL SYNTHESIS, 2018, 11043 : 55 - 63
  • [22] The dosimetric impact of deep learning-based auto-segmentation of organs at risk on nasopharyngeal and rectal cancer
    Hongbo Guo
    Jiazhou Wang
    Xiang Xia
    Yang Zhong
    Jiayuan Peng
    Zhen Zhang
    Weigang Hu
    Radiation Oncology, 16
  • [23] Deep Learning-Based Segmentation of Trypanosoma cruzi Nests in Histopathological Images
    Hevia-Montiel, Nidiyare
    Haro, Paulina
    Guillermo-Cordero, Leonardo
    Perez-Gonzalez, Jorge
    ELECTRONICS, 2023, 12 (19)
  • [24] The dosimetric impact of deep learning-based auto-segmentation of organs at risk on nasopharyngeal and rectal cancer
    Guo, Hongbo
    Wang, Jiazhou
    Xia, Xiang
    Zhong, Yang
    Peng, Jiayuan
    Zhang, Zhen
    Hu, Weigang
    RADIATION ONCOLOGY, 2021, 16 (01)
  • [25] Effective deep learning based segmentation and classification in wireless capsule endoscopy images
    Panguluri Padmavathi
    Jonnadula Harikiran
    J. Vijaya
    Multimedia Tools and Applications, 2023, 82 : 47109 - 47133
  • [26] Effective deep learning based segmentation and classification in wireless capsule endoscopy images
    Padmavathi, Panguluri
    Harikiran, Jonnadula
    Vijaya, J.
    MULTIMEDIA TOOLS AND APPLICATIONS, 2023, 82 (30) : 47109 - 47133
  • [27] LEARNING-BASED AUTOMATIC BREAST TUMOR DETECTION AND SEGMENTATION IN ULTRASOUND IMAGES
    Jiang, Peng
    Peng, Jingliang
    Zhang, Guoquan
    Cheng, Erkang
    Megalooikonomou, Vasileios
    Ling, Haibin
    2012 9TH IEEE INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING (ISBI), 2012, : 1587 - 1590
  • [28] Deep learning-based segmentation of multisite disease in ovarian cancer
    Buddenkotte, Thomas
    Rundo, Leonardo
    Woitek, Ramona
    Sanchez, Lorena Escudero
    Beer, Lucian
    Crispin-Ortuzar, Mireia
    Etmann, Christian
    Mukherjee, Subhadip
    Bura, Vlad
    McCague, Cathal
    Sahin, Hilal
    Pintican, Roxana
    Zerunian, Marta
    Allajbeu, Iris
    Singh, Naveena
    Sahdev, Anju
    Havrilesky, Laura
    Cohn, David E.
    Bateman, Nicholas W.
    Conrads, Thomas P.
    Darcy, Kathleen M.
    Maxwell, G. Larry
    Freymann, John B.
    Oktem, Ozan
    Brenton, James D.
    Sala, Evis
    Schonlieb, Carola-Bibiane
    EUROPEAN RADIOLOGY EXPERIMENTAL, 2023, 7 (01)
  • [29] Deep learning-based segmentation of multisite disease in ovarian cancer
    Thomas Buddenkotte
    Leonardo Rundo
    Ramona Woitek
    Lorena Escudero Sanchez
    Lucian Beer
    Mireia Crispin-Ortuzar
    Christian Etmann
    Subhadip Mukherjee
    Vlad Bura
    Cathal McCague
    Hilal Sahin
    Roxana Pintican
    Marta Zerunian
    Iris Allajbeu
    Naveena Singh
    Anju Sahdev
    Laura Havrilesky
    David E. Cohn
    Nicholas W. Bateman
    Thomas P. Conrads
    Kathleen M. Darcy
    G. Larry Maxwell
    John B. Freymann
    Ozan Öktem
    James D. Brenton
    Evis Sala
    Carola-Bibiane Schönlieb
    European Radiology Experimental, 7
  • [30] Technical Note: A deep learning-based autosegmentation of rectal tumors in MR images
    Wang, Jiazhou
    Lu, Jiayu
    Qin, Gan
    Shen, Lijun
    Sun, Yiqun
    Ying, Hongmei
    Zhang, Zhen
    Hu, Weigang
    MEDICAL PHYSICS, 2018, 45 (06) : 2560 - 2564
12345