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
  • [1] Deep learning with biopsy whole slide images for pretreatment prediction of pathological complete response to neoadjuvant chemotherapy in breast cancer : A multicenter study
    Li, Bao
    Li, Fengling
    Liu, Zhenyu
    Xu, FangPing
    Ye, Guolin
    Li, Wei
    Zhang, Yimin
    Zhu, Teng
    Shao, Lizhi
    Chen, Chi
    Sun, Caixia
    Qiu, Bensheng
    Bu, Hong
    Wang, Kun
    Tian, Jie
    BREAST, 2022, 66 : 183 - 190
  • [2] A combined nomogram based on radiomics and hematology to predict the pathological complete response of neoadjuvant immunochemotherapy in esophageal squamous cell carcinoma
    Yang, Yu
    Yi, Yan
    Wang, Zhongtang
    Li, Shanshan
    Zhang, Bin
    Sang, Zheng
    Zhang, Lili
    Cao, Qiang
    Li, Baosheng
    BMC CANCER, 2024, 24 (01)
  • [3] Multimodality Deep Learning Radiomics Predicts Pathological Complete Response of Esophageal Squamous Cell Carcinoma after Neoadjuvant Chemoradiotherapy
    Liu, Y.
    Wang, Y.
    Pang, Q.
    Wang, X.
    Xue, L.
    Zhang, H.
    Hu, X.
    Ma, Z.
    Deng, H.
    Yang, Z. Y.
    Men, Y.
    Ye, F.
    Men, K.
    Qin, J.
    Bi, N.
    Zhang, J.
    Wang, Q.
    Hue, Z.
    INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS, 2024, 120 (02): : E642 - E643
  • [4] Predictors of pathological complete response to neoadjuvant chemoradiotherapy for esophageal squamous cell carcinoma
    Ren-Wen Huang
    Yin-Kai Chao
    Yu-Wen Wen
    Hsien-Kun Chang
    Chen-Kan Tseng
    Sheng-Chieh Chan
    Yun-Hen Liu
    World Journal of Surgical Oncology, 12
  • [5] Predictors of pathological complete response to neoadjuvant chemoradiotherapy for esophageal squamous cell carcinoma
    Huang, Ren-Wen
    Chao, Yin-Kai
    Wen, Yu-Wen
    Chang, Hsien-Kun
    Tseng, Chen-Kan
    Chan, Sheng-Chieh
    Liu, Yun-Hen
    WORLD JOURNAL OF SURGICAL ONCOLOGY, 2014, 12
  • [6] Combination of liquid biopsy and PET/CT enhances prediction of pathological response to neoadjuvant immunochemotherapy in patients with esophageal squamous cell carcinoma
    Yang, Weixiong
    Fang, Zengli
    Wang, Xiaoyan
    Luo, Hui
    Zhang, Shuishen
    Zeng, Bo
    Liu, Zhenguo
    Wang, Chenxuan
    Ou, Qiuxiang
    Yang, Lingling
    Tang, Haimeng
    Yeung, Sai-Ching J.
    Cheng, Chao
    CANCER RESEARCH, 2024, 84 (06)
  • [7] Dynamic radiological features predict pathological response after neoadjuvant immunochemotherapy in esophageal squamous cell carcinoma
    Ruan, Yuli
    Ma, Yue
    Ma, Ming
    Liu, Chao
    Su, Dan
    Guan, Xin
    Yang, Rui
    Wang, Hong
    Li, Tianqin
    Zhou, Yang
    Ma, Jianqun
    Zhang, Yanqiao
    JOURNAL OF TRANSLATIONAL MEDICINE, 2024, 22 (01)
  • [8] CT-based delta-radiomics for predicting pathological response to neoadjuvant immunochemotherapy in esophageal squamous cell carcinoma: a multicenter study
    Zheng, Yuting
    Mei, Peiyuan
    Wang, Mingliang
    Luo, Qinyue
    Li, Hanting
    Ding, Chengyu
    Zhang, Kailu
    Chen, Leqing
    Gu, Jin
    Li, Yumin
    Guo, Tingting
    Zhang, Chi
    Yao, Wenjian
    Wei, Li
    Liao, Yongde
    Han, Xiaoyu
    Shi, Heshui
    BMC MEDICAL IMAGING, 2024, 24 (01):
  • [9] Multimodality deep learning radiomics predicts pathological response after neoadjuvant chemoradiotherapy for esophageal squamous cell carcinoma
    Liu, Yunsong
    Wang, Yi
    Hu, Xinyang
    Wang, Xin
    Xue, Liyan
    Pang, Qingsong
    Zhang, Huan
    Ma, Zeliang
    Deng, Heping
    Yang, Zhaoyang
    Sun, Xujie
    Men, Yu
    Ye, Feng
    Men, Kuo
    Qin, Jianjun
    Bi, Nan
    Zhang, Jing
    Wang, Qifeng
    Hui, Zhouguang
    INSIGHTS INTO IMAGING, 2024, 15 (01):
  • [10] A Novel Predictor of Pathologic Complete Response for Neoadjuvant Immunochemotherapy in Resectable Locally Advanced Esophageal Squamous Cell Carcinoma
    Yang, Yalan
    Xin, Dao
    Wang, Huike
    Guan, Lulu
    Meng, Xiangrui
    Lu, Taiying
    Bai, Xiwen
    Wang, Feng
    JOURNAL OF INFLAMMATION RESEARCH, 2023, 16 : 1443 - 1455
12345