Interpretable automated cobb angle measurement in adolescent idiopathic scoliosis using a lightweight keypoint-to-geometry network: cross-center external validation
Zhiyuan Yang, Jing Qiu, Daozhi Qian, Dongren Liu, Nan Zhang, Ruiyang Yao, Lewei Zhang, Bentao Jiang, Qinghua Meng, Chunyu Bao · 2026
Read Interpretable automated cobb angle measurement in adolescent idiopathic scoliosis using a lightweight keypoint-to-geometry network: cross-center external validation by Zhiyuan Yang, Jing Qiu, Daozhi Qian, Dongren Liu, Nan Zhang, Ruiyang Yao, Lewei Zhang, Bentao Jiang, Qinghua Meng, Chunyu Bao (2026) 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-13122593.txt.
Description
Adolescent idiopathic scoliosis (AIS) is routinely quantified on standing coronal radiographs using the Cobb angle; however, manual measurement is time-consuming and subject to intra-observer variability. We propose SpineNET, a lightweight, interpretable keypoint-based framework for automated scoliosis assessment on standing whole-spine posteroanterior (PA) radiographs.
Catalog record
| CREATOR | Zhiyuan Yang, Jing Qiu, Daozhi Qian, Dongren Liu, Nan Zhang, Ruiyang Yao, Lewei Zhang, Bentao Jiang, Qinghua Meng, Chunyu Bao |
|---|---|
| YEAR | 2026 |
| COLLECTION | PAPERS |
| FORMAT | TXT |
| FILE SIZE | 36 KB |
| VERSION | 1.0 |
| LICENSE | CC BY 4.0 |
| RIGHTS | CC BY |
| SOURCE | Europe PMC |