CT-based delta-radiomics for predicting pathological response to neoadjuvant immunochemotherapy in esophageal squamous cell carcinoma: a multicenter study
The delta-radiomics model exhibited better diagnostic performance in preoperative prediction of pCR for NICT in ESCC patients compared to the clinical, pre-treatment radiomics, and mixed models.
Authors
- Jin Gu (ORCID: https://orcid.org/0000-0002-9650-1963)
- Hanting Li (ORCID: https://orcid.org/0009-0004-1536-5958)
- Leqing Chen (ORCID: https://orcid.org/0000-0002-4984-965X)
- Yuting Zheng (ORCID: https://orcid.org/0000-0002-2458-6611)
- Kailu Zhang (ORCID: https://orcid.org/0000-0001-9252-4327)
- Heshui Shi (ORCID: https://orcid.org/0000-0001-7644-3711)
- Wenjian Yao (ORCID: https://orcid.org/0000-0003-4672-113X)
- Chengyu Ding
- Peiyuan Mei (ORCID: https://orcid.org/0000-0003-1643-0913)
- Yongde Liao (ORCID: https://orcid.org/0000-0001-7989-2969)
- Chi Zhang (ORCID: https://orcid.org/0000-0002-1827-8137)
- Yumin Li (ORCID: https://orcid.org/0000-0002-9267-1412)
- Tingting Guo (ORCID: https://orcid.org/0009-0009-2547-0256)
- Li Wei
- Mingliang Wang (ORCID: https://orcid.org/0000-0001-7497-819X)
- Xiaoyu Han (ORCID: https://orcid.org/0000-0001-6121-596X)
- Qinyue Luo
Institutions
- Union Hospital (HK)
- Henan University (CN)
- Jianghan University (CN)
- Zhengzhou University (CN)
- State Key Laboratory of Information Engineering in Surveying Mapping and Remote Sensing (CN)
- Wuhan Union Hospital (CN)
- Henan Provincial People's Hospital (CN)
- Bayer (China) (CN)
- Huangshi Central Hospital (CN)
- Union Hospital (CN)
- Huazhong University of Science and Technology (CN)
Publication Details
- Journal
- BMC Medical Imaging
- Published
- 2024-12-03
- DOI
- https://doi.org/10.1186/s12880-024-01503-1
- Citations
- 4
- Primary Topic
- Radiomics and Machine Learning in Medical Imaging
- Type
- article
- Field-Weighted Citation Impact
- 1.62
Funders
- National Natural Science Foundation of China