Deep Learning with Biopsy Whole Slide Images for Predicting Pathological Complete Response to Neoadjuvant Immunochemotherapy in Esophageal Squamous Cell Carcinoma

被引：0
|
作者：
Liu, X. [1 ]
Yang, Y. [2 ]
Yi, Y. [2 ]
Li, Z. R. [1 ]
Zhou, Q. [1 ]
Li, B. [2 ]
机构：
[1] Manteia Technol Co Ltd, Xiamen, Fujian, Peoples R China
[2] Shandong First Med Univ & Shandong Acad Med Sci, Shandong Canc Hosp & Inst, Dept Radiat Oncol, Jinan, Shandong, Peoples R China
来源：
INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS | 2024年 / 120卷 / 02期
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：
3406
引用
收藏
页码：E641 / E641
页数：1
相关论文
共 50 条
  • [41] EsccNet: A Hybrid CNN and Transformers Model for the Classification of Whole Slide Images of Esophageal Squamous Cell Carcinoma
    Kang, Zhaoxin
    Zhang, Hejun
    Chen, Mingqiu
    Liao, Xiangwen
    2024 5TH INTERNATIONAL CONFERENCE ON COMPUTER ENGINEERING AND APPLICATION, ICCEA 2024, 2024, : 918 - 922
  • [42] Single-cell sequencing reveals immune features of treatment response to neoadjuvant immunochemotherapy in esophageal squamous cell carcinoma
    Yang, Zhenlin
    Tian, He
    Chen, Xiaowei
    Li, Bozhao
    Bai, Guangyu
    Cai, Qingyuan
    Xu, Jiachen
    Guo, Wei
    Wang, Shuaibo
    Peng, Yue
    Liang, Qing
    Xue, Liyan
    Gao, Shugeng
    NATURE COMMUNICATIONS, 2024, 15 (01)
  • [43] Patterns of recurrence after esophagectomy following neoadjuvant Immunochemotherapy for esophageal squamous cell carcinoma
    An, Qiuying
    Zhang, Ping
    Bai, Wenwen
    Zhen, Chanjun
    Liu, Sihan
    Ji, Hongshan
    Zhang, Zihan
    Fu, Liyuan
    Wang, Jun
    Wang, Hongyan
    Liu, Qingyi
    Zhu, Hui
    Wang, Yajing
    Su, Yuhao
    Si, Hanyu
    Jia, Yage
    Zhou, Zhiguo
    JOURNAL OF CLINICAL ONCOLOGY, 2024, 42 (16)
  • [44] Pretreatment Pan-Immune-Inflammation Value (PIV) in Predicting Therapeutic Response and Clinical Outcomes of Neoadjuvant Immunochemotherapy for Esophageal Squamous Cell Carcinoma
    Jifeng Feng
    Liang Wang
    Xun Yang
    Qixun Chen
    Xiangdong Cheng
    Annals of Surgical Oncology, 2024, 31 : 272 - 283
  • [45] Pretreatment Pan-Immune-Inflammation Value (PIV) in Predicting Therapeutic Response and Clinical Outcomes of Neoadjuvant Immunochemotherapy for Esophageal Squamous Cell Carcinoma
    Feng, Jifeng
    Wang, Liang
    Yang, Xun
    Chen, Qixun
    Cheng, Xiangdong
    ANNALS OF SURGICAL ONCOLOGY, 2024, 31 (01) : 272 - 283
  • [46] TRAIL expression in tumor cells predicts and drives poor response to neoadjuvant immunochemotherapy in esophageal squamous cell carcinoma
    Yang, Weixiong
    Wang, Fang
    Guo, Jianping
    Cai, Junchao
    Wang, Zekang
    Liu, Yao
    Fang, Zengli
    Chen, Wenfang
    Xu, Lixia
    Zhang, Shuishen
    Zeng, Bo
    Liu, Zhenguo
    Peng, Sui
    Yeung, Sai-Ching Jim
    Cheng, Chao
    CANCER RESEARCH, 2024, 84 (06)
  • [47] Pathological complete response after neoadjuvant treatment determines survival in esophageal squamous cell carcinoma patients (NEOCRTEC5010)
    Shen, Jianfei
    Kong, Min
    Yang, Hong
    Jin, Ke
    Chen, Yuping
    Fang, Wentao
    Yu, Zhentao
    Mao, Weimin
    Xiang, Jiaqing
    Han, Yongtao
    Chen, Zhijian
    Yang, Haihua
    Wang, Jiaming
    Pang, Qingsong
    Zheng, Xiao
    Li, Tao
    Zhang, Xu
    Li, Qun
    Wang, Geng
    Mao, Teng
    Guo, Xufeng
    Lin, Ting
    Liu, Mengzhong
    Ma, Dehua
    Ye, Minhua
    Wang, Chunguo
    Wang, Zheng
    Brunelli, Alessandro
    Cerfolio, Robert J.
    D'Journo, Xavier Benoit
    Fernando, Hiran C.
    Lordick, Florian
    Fu, Jianhua
    Chen, Baofu
    Zhu, Chengchu
    ANNALS OF TRANSLATIONAL MEDICINE, 2021, 9 (20)
  • [48] The role of comprehensive evaluation for clinical complete response in predicting pathologic complete response in patients treated with neoadjuvant chemoradiation for esophageal squamous cell carcinoma (ESCC)
    Im, H-S.
    Kang, J.
    Kim, Y-H.
    Kim, H. R.
    Kim, J. H.
    Jung, H-Y.
    Lee, G-H.
    Song, H. J.
    Kim, D. H.
    Choi, K. D.
    Lee, J. H.
    Ahn, J. Y.
    Ryu, J-S.
    Cho, K-J.
    Kim, S-B.
    Park, S. R.
    ANNALS OF ONCOLOGY, 2018, 29 : 213 - 213
  • [49] CT-based deep learning radiomics and hematological biomarkers in the assessment of pathological complete response to neoadjuvant chemoradiotherapy in patients with esophageal squamous cell carcinoma: A two-center study
    Zhang, Meng
    Lu, Yukun
    Sun, Hongfu
    Hou, Chuanke
    Zhou, Zichun
    Liu, Xiao
    Zhou, Qichao
    Li, Zhenjiang
    Yin, Yong
    TRANSLATIONAL ONCOLOGY, 2024, 39
  • [50] Deep learning-based predictive model for pathological complete response to neoadjuvant chemotherapy in breast cancer from biopsy pathological images: a multicenter study
    Zeng, Huancheng
    Qiu, Siqi
    Zhuang, Shuxin
    Wei, Xiaolong
    Wu, Jundong
    Zhang, Ranze
    Chen, Kai
    Wu, Zhiyong
    Zhuang, Zhemin
    FRONTIERS IN PHYSIOLOGY, 2024, 15
12345