Frontiers in Oncology | Cancer Imaging and Image-directed Interventions

Original Research

Published on 04 Apr 2025

Deep cross entropy fusion for pulmonary nodule classification based on ultrasound Imagery

in Cancer Imaging and Image-directed Interventions

Xian Wang
Ziou Zhao
Donggang Pan
Hui Zhou
Jie Hou
Hui Sun
Xiangjun Shen
Sumet Mehta
Wei Wang

Frontiers in Oncology

doi 10.3389/fonc.2025.1514779

157 views

Original Research

Accepted on 03 Apr 2025

The impact of Inter-observation variation on radiomic features of pulmonary nodules

in Cancer Imaging and Image-directed Interventions

Wenchao Zhu
Fangyi Xu
Kaihua Lou
Xia Qiu
Dingping Huang
Shaoyu Huang
Dong Xie
Hongjie Hu

Frontiers in Oncology

doi 10.3389/fonc.2025.1567028

Original Research

Published on 03 Apr 2025

Clinical–radiomics model for predicting internal mammary lymph node metastasis in operable breast cancer patients

in Cancer Imaging and Image-directed Interventions

Wei Wang
Wenyu Zhang
Ting Yu
QingWei Wu
ChengLin Yang
Jianbin Li

Frontiers in Oncology

doi 10.3389/fonc.2025.1477866

221 views

Original Research

Accepted on 02 Apr 2025

Feasibility study for proton dose calculation of esophageal squamous cell carcinoma based on stopping power ratio directly derived from dual energy CT

in Cancer Imaging and Image-directed Interventions

Miaomiao Li
Yongbin Cui
Xinjun Lin
Yuan Yuan Yan
Qianyu Liu
Mingming Nie
Wenzhen Gong Ye
Yong Huang
Jinhu Chen
Yong Yin

Frontiers in Oncology

doi 10.3389/fonc.2025.1591139

Original Research

Published on 02 Apr 2025

Prediction of EGFR mutations in non-small cell lung cancer: a nomogram based on 18F-FDG PET and thin-section CT radiomics with machine learning

in Cancer Imaging and Image-directed Interventions

Jianbo Li
Qin Shi
Yi Yang
Jikui Xie
Qiang Xie
Ming Ni
Xuemei Wang

Frontiers in Oncology

doi 10.3389/fonc.2025.1510386

416 views

Original Research

Accepted on 31 Mar 2025

MRI-Based Habitat Analysis of Vascular and Nerve Invasion in the Tumor Microenvironment: An Advanced Approach for Prostate Cancer Diagnosis

in Cancer Imaging and Image-directed Interventions

Bo Guan
Cong Huang
Yalei Wang
Jialong Zhang
Xiaowei Li
Zongyao Hao

Frontiers in Oncology

doi 10.3389/fonc.2025.1541413

Original Research

Accepted on 31 Mar 2025

Amide Proton Transfer-Weighted Imaging Combined with Multiple Models Diffusion-Weighted Imaging of Endometrial Cancer: Correlations between Multi-modal MRI Parameters and HIF-1α Expression

in Cancer Imaging and Image-directed Interventions

Jun Li
Changjun Ma
Shifeng Tian
Ailian Liu
Qingling Song
Nan Wang
Qingwei Song
Liangjie Lin
Peng Sun
Jiazheng Wang

Frontiers in Oncology

doi 10.3389/fonc.2025.1556311

Original Research

Accepted on 31 Mar 2025

Ultrasound Characteristics Comparison and Development of a Predictive Nomogram for Intraductal Papilloma and Ductal Carcinoma In Situ: A Retrospective Cohort Study

in Cancer Imaging and Image-directed Interventions

Liyang Su
Qiaojie Xie
Aling Yi
Qingquan Zhang
Jinzhen Chen

Frontiers in Oncology

doi 10.3389/fonc.2025.1454951

Case Report

Accepted on 28 Mar 2025

The Role of 18 F-FDG PET/CT in Detecting Rare Post-Surgical Cardiac Metastasis of Metaplastic Breast Carcinoma: A Case Report

in Cancer Imaging and Image-directed Interventions

Taiping Liao
Guoxu Fu
Lingxiao Li
Qinlin Qi
Li Li
Yongjun Long

Frontiers in Oncology

doi 10.3389/fonc.2025.1521361

Original Research

Accepted on 27 Mar 2025

Application of DCE-MRI radiomics and heterogeneity analysis in predicting luminal and non-luminal subtypes of breast cancer

in Cancer Imaging and Image-directed Interventions

Ming Yao
Dingli Ye
Yuchong Wang
Tongxu Shen
Jieqiong Yan
Da Zou
Shuangyan Sun

Frontiers in Oncology

doi 10.3389/fonc.2025.1523507

Original Research

Published on 27 Mar 2025

Boundary aware microscopic hyperspectral pathology image segmentation network guided by information entropy weight

in Cancer Imaging and Image-directed Interventions

Xueying Cao
Hongmin Gao
Ting Qin
Min Zhu
Ping Zhang
Peipei Xu

Frontiers in Oncology

doi 10.3389/fonc.2025.1549544

170 views

Original Research

Published on 26 Mar 2025

CNN-TumorNet: leveraging explainability in deep learning for precise brain tumor diagnosis on MRI images

in Cancer Imaging and Image-directed Interventions

Novsheena Rasool
Niyaz Ahmad Wani
Javaid Iqbal Bhat
Sandeep Saharan
Vishal Kumar Sharma
Bassma Saleh Alsulami
Hind Alsharif
Miltiadis D. Lytras

Frontiers in Oncology

doi 10.3389/fonc.2025.1554559

521 views

Original Research

Accepted on 25 Mar 2025

The Diagnostic Value of Advanced Tracer Kinetic Models in Evaluating High Grade Gliomas Recurrence and Treatment Response Using Dynamic Contrast-Enhanced MRI

in Cancer Imaging and Image-directed Interventions

Jianan Zhou
Zujun Hou
Xiuqi Guan
Zhengyang Zhu
Wang Han
Cong Wang
Wei Luo
Chuanshuai Tian
Huiquan Yang
Meiping Ye

Frontiers in Oncology

doi 10.3389/fonc.2025.1536122

Review

Accepted on 24 Mar 2025

Dynamic FDG PET/CT imaging: quantitative assessment, advantages and application in the diagnosis of malignant solid tumors

in Cancer Imaging and Image-directed Interventions

Yiling Wang
Yuanshan Yang
Jinxin Li
Dezhou Cheng
Hai Xu
Jin-bai Huang

Frontiers in Oncology

doi 10.3389/fonc.2025.1539911

Original Research

Accepted on 21 Mar 2025

EnSLDe: An Enhanced Short-Range and Long-Range Dependent System for Brain Tumor Classification

in Cancer Imaging and Image-directed Interventions

Wenna Chen
Junqiang Liu
Xinghua Tan
Jincan Zhang
Ganqin Du
Qizhi Fu
Hongwei Jiang

Frontiers in Oncology

doi 10.3389/fonc.2025.1512739

105 views

Systematic Review

Accepted on 20 Mar 2025

Mapping the Research Landscape of PET/CT in Lymphoma: Insights from a Bibliometric Analysis

in Cancer Imaging and Image-directed Interventions

Die Zhang
Jianding Peng
Yingjie Zhu
Qiang Gong
Qing Wang
Chaodong Xiang
Hanjian Du
Xiaofei Hu

Frontiers in Oncology

doi 10.3389/fonc.2025.1513296