Efficient computed tomography-based image segmentation for predicting lateral cervical lymph node metastasis in papillary thyroid carcinoma

This deep learning approach improves the accuracy of preoperative assessment for lateral cervical lymph node metastasis in PTC patients, aiding surgical planning, reducing misdiagnosis, and lowering medical costs. It shows promise for enhancing patient outcomes in PTC management.

Authors

Institutions

Publication Details

Journal
Journal of Medical Imaging
Published
2026-01-13
DOI
https://doi.org/10.1117/1.jmi.13.1.014504
Primary Topic
Thyroid Cancer Diagnosis and Treatment
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Efficient computed tomography-based image segmentation for predicting lateral cervical lymph node metastasis in papillary thyroid carcinoma

Xingyuan Li, Yanhui Peng, Bin Zhang, Yong Wang et al.
Journal of Medical Imaging
Thyroid Cancer Diagnosis and Treatment
article

Efficient computed tomography-based image segmentation for predicting lateral cervical lymph node metastasis in papillary thyroid carcinoma

Xingyuan Li, Yanhui Peng, Bin Zhang, Yong Wang, Guona Zheng, Lei Xu
article en

Abstract

This deep learning approach improves the accuracy of preoperative assessment for lateral cervical lymph node metastasis in PTC patients, aiding surgical planning, reducing misdiagnosis, and lowering medical costs. It shows promise for enhancing patient outcomes in PTC management.

Journal of Medical ImagingVol. 13(01)
Hebei Medical University (CN), Dalian University of Technology (CN), Second Affiliated Hospital of Zhejiang University (CN)
Openalex Percentile: Top 89%
Thyroid Cancer Diagnosis and Treatment
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.