Deep learning of CT imaging predicts PD-L1 expression and immunotherapy response in metastatic NSCLC: A multi-center study

Amgad Muneer, Eman Showkatian, Maliazurina B. Saad, Lingzhi Hong, Shenduo Li, Morteza Salehjahromi, Muhammad Aminu, Sheeba J. Sujit, Hui Xu, Muhammad Waqas, Anas Zafar, Girish S. Shroff, Carol C. Wu, Brett W. Carter, Joe Y. Chang, Zhongxing Liao, Mehmet Altan, Natalie I. Vokes, Tina Cascone, Xiuning Le, Cara L. Haymaker, Ignacio I. Wistuba, Caroline Chung, David Jaffray, Don L. Gibbons, Ara Vaporciyan, J Jack Lee, Yanyan Lou, John V. Heymach, Jianjun Zhang, Jia Wu

Open source

DOI: 10.1016/j.canlet.2026.218687
Published: 2026-09
Container: Cancer Letters
Publisher: Elsevier BV
Open access: unknown

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Cite this work

BibTeX

@article{allodium:10.1016/j.canlet.2026.218687,
  title = {Deep learning of CT imaging predicts PD-L1 expression and immunotherapy response in metastatic NSCLC: A multi-center study},
  author = {Amgad Muneer and Eman Showkatian and Maliazurina B. Saad and Lingzhi Hong and Shenduo Li and Morteza Salehjahromi and Muhammad Aminu and Sheeba J. Sujit and Hui Xu and Muhammad Waqas and Anas Zafar and Girish S. Shroff and Carol C. Wu and Brett W. Carter and Joe Y. Chang and Zhongxing Liao and Mehmet Altan and Natalie I. Vokes and Tina Cascone and Xiuning Le and Cara L. Haymaker and Ignacio I. Wistuba and Caroline Chung and David Jaffray and Don L. Gibbons and Ara Vaporciyan and J Jack Lee and Yanyan Lou and John V. Heymach and Jianjun Zhang and Jia Wu},
  year = {2026},
  journal = {Cancer Letters},
  doi = {10.1016/j.canlet.2026.218687},
  url = {https://doi.org/10.1016/j.canlet.2026.218687}
}

RIS

TY  - JOUR
TI  - Deep learning of CT imaging predicts PD-L1 expression and immunotherapy response in metastatic NSCLC: A multi-center study
AU  - Amgad Muneer
AU  - Eman Showkatian
AU  - Maliazurina B. Saad
AU  - Lingzhi Hong
AU  - Shenduo Li
AU  - Morteza Salehjahromi
AU  - Muhammad Aminu
AU  - Sheeba J. Sujit
AU  - Hui Xu
AU  - Muhammad Waqas
AU  - Anas Zafar
AU  - Girish S. Shroff
AU  - Carol C. Wu
AU  - Brett W. Carter
AU  - Joe Y. Chang
AU  - Zhongxing Liao
AU  - Mehmet Altan
AU  - Natalie I. Vokes
AU  - Tina Cascone
AU  - Xiuning Le
AU  - Cara L. Haymaker
AU  - Ignacio I. Wistuba
AU  - Caroline Chung
AU  - David Jaffray
AU  - Don L. Gibbons
AU  - Ara Vaporciyan
AU  - J Jack Lee
AU  - Yanyan Lou
AU  - John V. Heymach
AU  - Jianjun Zhang
AU  - Jia Wu
PY  - 2026
JO  - Cancer Letters
DO  - 10.1016/j.canlet.2026.218687
UR  - https://doi.org/10.1016/j.canlet.2026.218687
ER  -

APA

Muneer, A., Showkatian, E., Saad, M. B., Hong, L., Li, S., Salehjahromi, M., Aminu, M., Sujit, S. J., Xu, H., Waqas, M., Zafar, A., Shroff, G. S., Wu, C. C., Carter, B. W., Chang, J. Y., Liao, Z., Altan, M., Vokes, N. I., Cascone, T., Le, X., Haymaker, C. L., Wistuba, I. I., Chung, C., Jaffray, D., Gibbons, D. L., Vaporciyan, A., Lee, J. J., Lou, Y., Heymach, J. V., Zhang, J., & Wu, J. (2026). Deep learning of CT imaging predicts PD-L1 expression and immunotherapy response in metastatic NSCLC: A multi-center study. Cancer Letters. https://doi.org/10.1016/j.canlet.2026.218687

Source records

crossref · retrieved 2026-09-25T08:54:21.668Z