4D-CT strain analysis for biomechanical characterization of COPD in patients undergoing radiotherapy planning: an exploratory study

This exploratory study provides preliminary evidence that 4D-CT strain analysis, particularly Speedmax, shows promise for differentiating normal lung function from COPD in patients with small pulmonary lesions. However, given the small sample size and single-center design, diagnostic performance metrics should be interpreted with caution. External validation in larger, multi-center cohorts is required before clinical implementation.

Authors

Institutions

Publication Details

Journal
Frontiers in Medicine
Published
2026-01-12
DOI
https://doi.org/10.3389/fmed.2025.1703045
Primary Topic
Effects of Radiation Exposure
Type
article
Field-Weighted Citation Impact
0.00

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

4D-CT strain analysis for biomechanical characterization of COPD in patients undergoing radiotherapy planning: an exploratory study

H. Chen, Xiaoxiao Zhu, Jingyun Shi, X. L. Wang et al.
Frontiers in Medicine
Effects of Radiation Exposure
article

4D-CT strain analysis for biomechanical characterization of COPD in patients undergoing radiotherapy planning: an exploratory study

H. Chen, Xiaoxiao Zhu, Jingyun Shi, X. L. Wang, Qin Dai, Bin Chen
article en

Abstract

This exploratory study provides preliminary evidence that 4D-CT strain analysis, particularly Speedmax, shows promise for differentiating normal lung function from COPD in patients with small pulmonary lesions. However, given the small sample size and single-center design, diagnostic performance metrics should be interpreted with caution. External validation in larger, multi-center cohorts is required before clinical implementation.

Frontiers in MedicineVol. 12
Tongji University (CN), Ningbo No. 2 Hospital (CN), Shanghai Pulmonary Hospital (CN), Ningbo No.6 Hospital (CN)
National Natural Science Foundation of China, Natural Science Foundation of Ningbo, Hwa Mei Hospital, University of Chinese Academy of Sciences, Natural Science Foundation of Zhejiang Province
Openalex Percentile: Top 92%
Effects of Radiation Exposure
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.