Intratumoral habitat and peritumor radiomics for progression risk stratification of patients with soft tissue sarcoma: a multicenter study

A nomogram based on intratumoral habitat and peritumor radiomics predicts tumor progression in STS patients and stratifies them according to risk of progression.

Authors

Institutions

Publication Details

Journal
Frontiers in Oncology
Published
2026-01-19
DOI
https://doi.org/10.3389/fonc.2025.1619704
Primary Topic
Radiomics and Machine Learning in Medical Imaging
Type
article
Field-Weighted Citation Impact
0.00

Funders

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

Intratumoral habitat and peritumor radiomics for progression risk stratification of patients with soft tissue sarcoma: a multicenter study

Jing-Xu Xu, Hao-yu Liang, H Wang, Feng Hou et al.
Frontiers in Oncology
Radiomics and Machine Learning in Medical Imaging
article

Intratumoral habitat and peritumor radiomics for progression risk stratification of patients with soft tissue sarcoma: a multicenter study

Jing-Xu Xu, Hao-yu Liang, H Wang, Feng Hou, Chuanping Gao, Yonghua Huang, Dapeng Hao, Shifeng Yang, Li-Sha Duan, Chen-Cui Huang, Meng Zhang
article en

Abstract

A nomogram based on intratumoral habitat and peritumor radiomics predicts tumor progression in STS patients and stratifies them according to risk of progression.

Frontiers in OncologyVol. 15
Qingdao University (CN), Hebei Medical University (CN), Third Hospital of Hebei Medical University (CN), Daqing Oilfield General Hospital (CN), Shandong Provincial Hospital (CN), Affiliated Hospital of Qingdao University (CN), Center for High Pressure Science & Technology Advanced Research (CN), Huashan Hospital (CN), Shandong First Medical University (CN)
Natural Science Foundation of Shandong Province
Life in Land
Openalex Percentile: Top 86%
Radiomics and Machine Learning in Medical Imaging
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.

Intratumoral habitat and peritumor radiomics for progression risk stratification of patients with soft tissue sarcoma: a multicenter study — Jing-Xu Xu, Hao-yu Liang, et al. · Frontiers in Oncology (2026) | TGRS Research Map | TGRS