Frontiers in Oncology | Cancer Imaging and Image-directed Interventions

Original Research

Accepted on 18 Apr 2025

MM-3D Unet: Development of a Lightweight Breast Cancer Tumor Segmentation Network Utilizing Multi-task and Depthwise Separable Convolution

in Cancer Imaging and Image-directed Interventions

Xian Wang
Wenzhi Zeng
Junzeng Xu
Senhao Zhang
Yuxing Gu
Benhui Li
Xueyang Wang

Frontiers in Oncology

doi 10.3389/fonc.2025.1563959

Original Research

Published on 17 Apr 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

202 views

Original Research

Published on 17 Apr 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

161 views

Original Research

Accepted on 16 Apr 2025

Quantitative MRCP metrics as an imaging biomarker to differentiate benign from malignant bile duct obstructions

in Cancer Imaging and Image-directed Interventions

Kulyada Eurboonyanun
Julaluck Promsorn
Prakasit Sa-ngiamwibool
Chalerm Eurboonyanun
Sarah Finnegan
Carlos Ferreira
Amy Herlihy
Elizabeth Shumbayawonda
Rita Maria Lahoud
Isha Atre

Frontiers in Oncology

doi 10.3389/fonc.2025.1576163

Original Research

Accepted on 16 Apr 2025

Development and validation of a predictive model combining radiomics and deep learning features for Spread Through Air Spaces in Stage T1 Non-Small Cell Lung Cancer: A Multicenter Study

in Cancer Imaging and Image-directed Interventions

Pengliang Xu
Huanming Yu
Wenjian Xing
Shiyu Zhang
Haihua Hu
Wenhui Li
Dan Jia
Shengxu Zhi
Peng Xiuhua

Frontiers in Oncology

doi 10.3389/fonc.2025.1572720

Original Research

Published on 16 Apr 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
Han Wang
Cong Wang
Wei Luo
Chuanshuai Tian
Huiquan Yang
Meiping Ye

Frontiers in Oncology

doi 10.3389/fonc.2025.1536122

156 views

Original Research

Published on 16 Apr 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

181 views

Original Research

Accepted on 15 Apr 2025

UnetTransCNN: Integrating Transformers with Convolutional Neural Networks for Enhanced Medical Image Segmentation

in Cancer Imaging and Image-directed Interventions

Fan Li

Frontiers in Oncology

doi 10.3389/fonc.2025.1467672

Original Research

Accepted on 15 Apr 2025

Significance of multi-task deep learning neural networks for diagnosing clinically significant prostate cancer in plain abdominal CT

in Cancer Imaging and Image-directed Interventions

Yujun Geng
Xinlei Zhang
Ming Zhang
Jingwen Li
Junzhang Tian
Xiaofen Ma

Frontiers in Oncology

doi 10.3389/fonc.2025.1543230

Case Report

Accepted on 14 Apr 2025

Case Report: Lymphangiogram and Embolization for Malignant Chylothorax in Cancer Patients

in Cancer Imaging and Image-directed Interventions

John T Moon
Hanzhou Li
Omar Abdalla
Nicholas Swilley

Frontiers in Oncology

doi 10.3389/fonc.2025.1586047

Original Research

Accepted on 14 Apr 2025

The Value of a Combined Model Based on Ultra-Radiomics and Multi-modal Ultrasound in the Benign-Malignant Differentiation of C-TIRADS 4A Thyroid Nodules: A

in Cancer Imaging and Image-directed Interventions

Shuai Cui
Qifan Liu
Hailong Wang
Husha Li
Wei Li
Chenlong Li
Leilei Bi
Yang Mu
Wenjing Guo
Jundong Yao

Frontiers in Oncology

doi 10.3389/fonc.2025.1543020

Review

Published on 14 Apr 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
Jinbai Huang

Frontiers in Oncology

doi 10.3389/fonc.2025.1539911

303 views

Original Research

Published on 11 Apr 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

352 views

Original Research

Published on 11 Apr 2025

Head-to-head comparison of 68Ga-PSMA-11 and 18F-FDG in delayed PET/CT imaging in prostate cancer diagnosis

in Cancer Imaging and Image-directed Interventions

Biyao Hu
Haonan Yu
Meijie Pan
Hailei Yang
Xiling Xing
Dong Li
Shaobo Yao
Qiusong Chen

Frontiers in Oncology

doi 10.3389/fonc.2025.1515653

400 views

Original Research

Published on 11 Apr 2025

Preoperative CT-based radiomics nomogram for progression-free survival prediction in pediatric posterior mediastinal malignancies

in Cancer Imaging and Image-directed Interventions

Shucheng Bi
Chenghao Chen
Jie Yu
Ting Yang
Jihang Sun
Zunying Hu
Qi Zeng
Yun Peng

Frontiers in Oncology

doi 10.3389/fonc.2025.1586980

240 views

Case Report

Published on 11 Apr 2025

The role of 18F-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

229 views