Early prediction of thyroid capsule invasion in papillary microcarcinoma using ultrasound-based deep learning models: a retrospective multicenter study
Lin Sui, Bojian Feng, Xiayi Chen, Zhiyan Jin, Xinying Zhu, Tian Jiang, Yuqi Yan, Yahan Zhou, Chen Chen, Jincao Yao, Min Lai, Lujiao Lv, Yifan Wang, Liping Wang, Cong Li, Lina Feng, Wenwen Yue, Daizhang Yu, Kaiyuan Shi, Vicky Yang Wang, Yang Zhang, Dong Xu · 2025
Read Early prediction of thyroid capsule invasion in papillary microcarcinoma using ultrasound-based deep learning models: a retrospective multicenter study by Lin Sui, Bojian Feng, Xiayi Chen, Zhiyan Jin, Xinying Zhu, Tian Jiang, Yuqi Yan, Yahan Zhou, Chen Chen, Jincao Yao, Min Lai, Lujiao Lv, Yifan Wang, Liping Wang, Cong Li, Lina Feng, Wenwen Yue, Daizhang Yu, Kaiyuan Shi, Vicky Yang Wang, Yang Zhang, Dong Xu (2025) in the Tower of Babel, a free online library of public-domain works preserved in clean, searchable text. No sign-up. The full text is served as a plain-text file at a predictable URL, where text is present: https://antarctic-labs.com/tower-of-babel/pmc-12660598.txt.
Description
ObjectiveThyroid capsule invasion (TCI) predicts early progression in papillary thyroid microcarcinoma (PTMC). This study aimed to develop an integrated model that combines handcrafted peri-tumoral radiomics features with deep learning (DL)-derived intra-tumoral features for accurate early prediction of TCI, to support clinical decision-making.Materials and methodsRetrospective data from 964 patients with 964 pathologically confirmed PTMC lesions across three centers were collected.
Catalog record
| CREATOR | Lin Sui, Bojian Feng, Xiayi Chen, Zhiyan Jin, Xinying Zhu, Tian Jiang, Yuqi Yan, Yahan Zhou, Chen Chen, Jincao Yao, Min Lai, Lujiao Lv, Yifan Wang, Liping Wang, Cong Li, Lina Feng, Wenwen Yue, Daizhang Yu, Kaiyuan Shi, Vicky Yang Wang, Yang Zhang, Dong Xu |
|---|---|
| YEAR | 2025 |
| COLLECTION | PAPERS |
| FORMAT | TXT |
| FILE SIZE | 46 KB |
| VERSION | 1.0 |
| LICENSE | CC BY 4.0 |
| RIGHTS | CC BY |
| SOURCE | Europe PMC |