TNM-Accountable Whole-Body 3-Dimensional Fluorodeoxyglucose Positron Emission Tomography/Computed Tomography Report Drafting in Lung Cancer Cohorts via Structured Impressions and Organ-wise Exemplar Synthesis
Hang Wang, Xingyu Xie, Entao Liu, Yunlong Gao, Xiaorui Wu, Shan Cong, Jidong Han, Na Zhang, Hairong Zheng, Dong Liang, Xiaohui Yao, Lei Jiang, Zhanli Hu · 2026
Read TNM-Accountable Whole-Body 3-Dimensional Fluorodeoxyglucose Positron Emission Tomography/Computed Tomography Report Drafting in Lung Cancer Cohorts via Structured Impressions and Organ-wise Exemplar Synthesis by Hang Wang, Xingyu Xie, Entao Liu, Yunlong Gao, Xiaorui Wu, Shan Cong, Jidong Han, Na Zhang, Hairong Zheng, Dong Liang, Xiaohui Yao, Lei Jiang, Zhanli Hu (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/PMC13385537.txt.
Description
Hang Wang and a large team build an AI system that drafts whole-body PET/CT reports for lung cancer staging in 2026 work. A single misplaced finding can shift a tumor stage and change treatment, yet drafting stays slow and error prone. Their two-stage system, RIDE, first writes structured stage-focused notes, then expands them organ by organ using retrieved examples.
The test cohort held 1,583 patients from three hospitals, with 520 held-out cases including many from outside sites. RIDE beat comparison systems on drafting quality and staging accuracy, and clinician ratings stayed high across sites. The authors frame the tool as decision support for human checking, not a replacement.
Catalog record
| CREATOR | Hang Wang, Xingyu Xie, Entao Liu, Yunlong Gao, Xiaorui Wu, Shan Cong, Jidong Han, Na Zhang, Hairong Zheng, Dong Liang, Xiaohui Yao, Lei Jiang, Zhanli Hu |
|---|---|
| YEAR | 2026 |
| COLLECTION | PAPERS |
| FORMAT | TXT |
| FILE SIZE | 70551 |
| LICENSE | https://creativecommons.org/licenses/by/4.0 |
| RIGHTS | CC BY |
| SOURCE | Europe PMC |