Deep Learning Model to Assist Pathological Complete Response Diagnosis in the Locally Advanced Rectal Cancer: A Prospective and Multicenter Study

被引:0
|
作者
Pang, X. L. [1 ]
Han, W. D. [2 ]
Li, Z. [3 ]
Fan, X. [4 ]
Liu, Z. [5 ]
Wan, X. [1 ]
机构
[1] Sun Yat Sen Univ, Affiliated Hosp 6, Dept Radiat Oncol, Guangzhou, Peoples R China
[2] Sir Run Run Shaw Hosp, Hangzhou, Peoples R China
[3] Kunming Med Univ, Yunnan Canc Hosp, Yunnan Canc Ctr, Dept Radiol,Affiliated Hosp 3, Kunming, Yunnan, Peoples R China
[4] Sun Yat Sen Univ, Affiliated Hosp 6, Dept Pathol, Guangzhou, Peoples R China
[5] Chinese Acad Sci, Inst Automat, Key Lab Mol Imaging, Beijing, Peoples R China
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
1094
引用
收藏
页码:S151 / S151
页数:1
相关论文
共 50 条
  • [31] Developing a prediction model based on MRI for pathological complete response after neoadjuvant chemoradiotherapy in locally advanced rectal cancer
    Lijuan Wan
    Chongda Zhang
    Qing Zhao
    Yankai Meng
    Shuangmei Zou
    Yang Yang
    Yuan Liu
    Jun Jiang
    Feng Ye
    Han Ouyang
    Xinming Zhao
    Hongmei Zhang
    Abdominal Radiology, 2019, 44 : 2978 - 2987
  • [32] Influence of chemoradiotherapy on nutritional status in locally advanced rectal cancer: Prospective multicenter study
    Yamano, Tomoki
    Tomita, Naohiro
    Sato, Takeo
    Hayakawa, Kazushige
    Kamikonya, Norihiko
    Matoba, Shuichiro
    Uki, Akiyoshi
    Baba, Hideo
    Oya, Natsuo
    Hasegawa, Hirotoshi
    Shigematsu, Naoyuki
    Hiraoka, Masahiro
    Shimada, Mitsuo
    Noda, Masafumi
    Sakai, Yoshiharu
    Sato, Hirohiko
    Saegusa, Makoto
    Takeuchi, Masahiro
    Oguchi, Masahiko
    Oya, Masatoshi
    Watanabe, Masahiko
    NUTRITION, 2020, 77
  • [33] Are We There Yet? The Value of Deep Learning in a Multicenter Setting for Response Prediction of Locally Advanced Rectal Cancer to Neoadjuvant Chemoradiotherapy
    Wichtmann, Barbara D.
    Albert, Steffen
    Zhao, Wenzhao
    Maurer, Angelika
    Roedel, Claus
    Hofheinz, Ralf-Dieter
    Hesser, Juergen
    Zoellner, Frank G.
    Attenberger, Ulrike, I
    DIAGNOSTICS, 2022, 12 (07)
  • [34] Machine Learning Models in Predicting Pathological Complete Response After Neo-Adjuvant Chemoradiation for Locally Advanced Rectal Cancer
    Zhang, Y.
    Dimayorca, M.
    Shi, L.
    Sun, X.
    Jabbour, S.
    Zhang, Y.
    Yue, N.
    Nie, K.
    MEDICAL PHYSICS, 2020, 47 (06) : E636 - E637
  • [35] Complete pathological response to bevacizumab and chemoradiation in advanced rectal cancer
    Christopher G Willett
    Dan G Duda
    Emmanuelle di Tomaso
    Yves Boucher
    Brian G Czito
    Zeljko Vujaskovic
    Gordana Vlahovic
    Johanna Bendell
    Kenneth S Cohen
    Herbert I Hurwitz
    Rex Bentley
    Gregory Y Lauwers
    Martin Poleski
    Terence Z Wong
    Erik Paulson
    Kirk A Ludwig
    Rakesh K Jain
    Nature Clinical Practice Oncology, 2007, 4 : 316 - 321
  • [36] Characteristics of pathologic complete response for locally advanced rectal cancer
    Cloos, Adam J.
    Schissel, Makayla
    Batra, Rishi
    Donahue, Steven R.
    Wenos, Chelsea D.
    Kumar, Terrence
    Leinicke, Jennifer A.
    Thompson, Jon S.
    Langenfeld, Sean J.
    AMERICAN JOURNAL OF SURGERY, 2023, 226 (06): : 873 - 877
  • [37] Predictive value of rectal MRI variables for pathological complete response in locally advanced rectal cancer following neoadjuvant chemoradiotherapy
    Li, Ganbin
    An, Yang
    Zhang, Xiao
    Wang, Chentong
    Qiu, Xiaoyuan
    Zhang, Guannan
    Niu, Beizhan
    Xu, Lai
    Lu, Junyang
    Wu, Bin
    Xiao, Yi
    Lin, Guole
    INTERNATIONAL JOURNAL OF COLORECTAL DISEASE, 2025, 40 (01)
  • [38] Complete pathological response to bevacizumab and chemoradiation in advanced rectal cancer
    Willett, Christopher G.
    Duda, Dan G.
    di Tomaso, Emmanuelle
    Boucher, Yves
    Czito, Brian G.
    Vujaskovic, Zeljko
    Vlahovic, Gordana
    Bendell, Johanna
    Cohen, Kenneth S.
    Hurwitz, Herbert I.
    Bentley, Rex
    Lauwers, Gregory Y.
    Poleski, Martin
    Wong, Terence Z.
    Paulson, Erik
    Ludwig, Kirk A.
    Jain, Rakesh K.
    NATURE CLINICAL PRACTICE ONCOLOGY, 2007, 4 (05): : 316 - 321
  • [39] Deep Learning and Radiomics predict complete response after neo-adjuvant chemoradiation for locally advanced rectal cancer
    Jean-Emmanuel Bibault
    Philippe Giraud
    Martin Housset
    Catherine Durdux
    Julien Taieb
    Anne Berger
    Romain Coriat
    Stanislas Chaussade
    Bertrand Dousset
    Bernard Nordlinger
    Anita Burgun
    Scientific Reports, 8
  • [40] Deep Learning and Radiomics predict complete response after neo-adjuvant chemoradiation for locally advanced rectal cancer
    Bibault, Jean-Emmanuel
    Giraud, Philippe
    Durdux, Catherine
    Taieb, Julien
    Berger, Anne
    Coriat, Romain
    Chaussade, Stanislas
    Dousset, Bertrand
    Nordlinger, Bernard
    Burgun, Anita
    SCIENTIFIC REPORTS, 2018, 8