Habitat informed 3D deep learning predicts immunochemotherapy response in esophageal squamous cell carcinoma

Neutrophil to lymphocyte ratio (NLR) predicts pathological response to neoadjuvant immunochemotherapy in resectable esophageal cancer: a retrospective study.
Yaning Zhou, Yijun Guo, Xiaoyue Cai +2
Journal of thoracic disease20 Oct 2026Peer-reviewedCC BY-NC-NDFull textOncologyEurope PMC
The Role of Antinuclear Antibody in Predicting the Efficacy and Immune-Related Adverse Events of Immunochemotherapy in Esophageal Squamous Cell Carcinoma: A Real-World Analysis.
Ansu Li, Yue Tao, Kongcheng Wang +4
Current oncology (Toronto, Ont.)1 Oct 2026Peer-reviewedCC BYFull textOncologyEurope PMC
Definitive radiotherapy versus surgery after neoadjuvant immunochemotherapy for locally advanced esophageal squamous cell carcinoma: a propensity score-matched study of efficacy and safety
Qiuying An, Yage Jia, Menglu Liu +9
Frontiers in Oncology12 Oct 2026Peer-reviewedCC BY 4.0Full textSurgery & anaesthesiaPMCCrossrefEurope PMC
Association of trilaciclib use with hematologic outcomes during perioperative immunochemotherapy in resectable esophageal squamous cell carcinoma: a prospective observational cohort study
Chaoquan He, Xirui Lin, Haijie Xu +18
Frontiers in Pharmacology28 Oct 2026Peer-reviewedCC BY 4.0Full textSurgery & anaesthesiaCrossref
An R-loop-related gene signature predicts prognosis and shapes the immune microenvironment in esophageal squamous cell carcinoma.
Cui Meng, Hong Su, Ruiqing Yan +4
BMC cancer9 Oct 2026Peer-reviewedCC BY-NC-NDFull textSurgery & anaesthesiaEurope PMCDOAJ

Cite

BibTeX

@article{li2026habitat,
  title = {{Habitat informed 3D deep learning predicts immunochemotherapy response in esophageal squamous cell carcinoma}},
  author = {Tongxin Li and Tao Zou and Zhe Li and Zhili Liu and Jincheng Chen and Yanli Xiong and Mengxia Li and Xiaoqin Zhang and Ping He and Wei Guo and Yan He and Tao Wu and Wei Wu and Yi Wu},
  journal = {iScience},
  year = {2026},
  month = oct,
  doi = {10.1016/j.isci.2026.117782},
  url = {https://www.cell.com/iscience/fulltext/S2589-0042(26)03163-9},
  note = {CC BY-NC-ND 4.0},
}

RIS

TY  - JOUR
TI  - Habitat informed 3D deep learning predicts immunochemotherapy response in esophageal squamous cell carcinoma
AU  - Tongxin Li
AU  - Tao Zou
AU  - Zhe Li
AU  - Zhili Liu
AU  - Jincheng Chen
AU  - Yanli Xiong
AU  - Mengxia Li
AU  - Xiaoqin Zhang
AU  - Ping He
AU  - Wei Guo
AU  - Yan He
AU  - Tao Wu
AU  - Wei Wu
AU  - Yi Wu
PY  - 2026
DA  - 2026/10/15
JO  - iScience
DO  - 10.1016/j.isci.2026.117782
UR  - https://www.cell.com/iscience/fulltext/S2589-0042(26)03163-9
SN  - 2589-0042
ER  -

Related

Cite