QR Code

Early prediction of thyroid capsule invasion in papillary microcarcinoma using ultrasound-based deep learning models: a retrospective multicenter study

Abstract Objective Thyroid 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...

Full description

Saved in:
Main Authors: 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
Format: Artigo
Language:Inglês
Published: SpringerOpen 2025-11-01
Series:Insights into Imaging
Subjects:
Papillary thyroid microcarcinoma
Ultrasound
Thyroid capsule invasion
Deep learning
Radiomics feature
Online Access:https://doi.org/10.1186/s13244-025-02132-0
Tags: Add Tag
No Tags, Be the first to tag this record!

Similar Items