Frontiers in Oncology | Cancer Imaging and Image-directed Interventions

Original Research

Published on 18 Sep 2025

Noninvasive prediction of EGFR 19Del and 21L858R subtypes in lung adenocarcinoma: a comparative study of logistic regression and decision tree models

in Cancer Imaging and Image-directed Interventions

Peng Han
Dai Zhang
Wenjun Yao
MengYu Lv
YunHong Qian
Hong Zhao

Frontiers in Oncology

doi 10.3389/fonc.2025.1642253

191 views

Original Research

Accepted on 17 Sep 2025

Integration of 2D/3D deep learning and radiomics for predicting lymphovascular invasion in T1-stage invasive lung adenocarcinoma: a multicenter study

in Cancer Imaging and Image-directed Interventions

Peng Xiuhua
Pi Shan
Zhao Hongxing
Bian Hupo
Li Wenhui
Deng Dongping
Xing Wenjian
Hu Haihua
Zhang Shiyu
Pengliang Xu

Frontiers in Oncology

doi 10.3389/fonc.2025.1631013

Case Report

Published on 17 Sep 2025

Pleomorphic adenocarcinoma of the breast: a case report

in Cancer Imaging and Image-directed Interventions

Yunkun Zhang
Pengchao Fan
Min Gao
Rui Cong
Qimin Wang
Dan Zhao
Jian Zhang
Yini Zhang
Lifen Wang

Frontiers in Oncology

doi 10.3389/fonc.2025.1644881

172 views

Original Research

Published on 17 Sep 2025

A deep learning approach for brain tumour classification and detection in MRI images using YOLOv7

in Cancer Imaging and Image-directed Interventions

Ramya Nimmagadda
P. Kalpana Devi

Frontiers in Oncology

doi 10.3389/fonc.2025.1508326

385 views

Original Research

Accepted on 15 Sep 2025

Prostate cancer diagnostics: evolution over 30 years and the impact of education level – a prospective population-based study

in Cancer Imaging and Image-directed Interventions

Leon Will
Erik Thimansson
Johan Bengtsson
Anders Bjartell
Sophia Zackrisson
Erik Baubeta Fridh

Frontiers in Oncology

doi 10.3389/fonc.2025.1636292

181 views

Correction

Accepted on 15 Sep 2025

Correction: 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.2025.1675936

161 views

Systematic Review

Accepted on 12 Sep 2025

Artificial Intelligence in Breast Ultrasound: A Systematic Review of Research Advances

in Cancer Imaging and Image-directed Interventions

JIAWEI LIU
Linping Pian
Jie Chen
Jingjing Zhao
Yameng Liu
Fanbo Meng
Cheng Zeng

Frontiers in Oncology

doi 10.3389/fonc.2025.1619364

569 views

Review

Published on 12 Sep 2025

Artificial intelligence integrates multi-omics data for precision stratification and drug resistance prediction in breast cancer

in Cancer Imaging and Image-directed Interventions

Deshui Ran
Jing Li
Mengmeng Zhao
Li Du
Yang Zhang
Jida Zhu

Frontiers in Oncology

doi 10.3389/fonc.2025.1612474

1,992 views

Methods

Published on 12 Sep 2025

Leveraging deep learning for early detection of cervical cancer and dysplasia in China using U-NET++ and RepVGG networks

in Cancer Imaging and Image-directed Interventions

Baoqing Li
Lulu Chen
Chudi Sun
Jian Wang
Sicong Ma
Hang Xu
Luyao Wang
Taotao Rong
Qun Hu
Jie Wei

Frontiers in Oncology

doi 10.3389/fonc.2025.1624111

572 views

Editorial

Published on 10 Sep 2025

Editorial: Dynamic contrast-enhanced imaging: technology progress and clinical application in oncology

in Cancer Imaging and Image-directed Interventions

Zujun Hou
Baowei Fei
Jingliang Cheng

Frontiers in Oncology

doi 10.3389/fonc.2025.1681143

1,032 views

Case Report

Published on 10 Sep 2025

Hepatic involvement as an initial manifestation of multiple myeloma: a case report with atypical imaging features

in Cancer Imaging and Image-directed Interventions

Zongsheng Pu
Lujiang Zhan
Yimi Zha
Yilin Li
Shilin Qiu
Yinfu He
Yanhong Yang
Zaihui Feng
Xingxing Zhu

Frontiers in Oncology

doi 10.3389/fonc.2025.1640981

491 views

Case Report

Published on 10 Sep 2025

Case Report: NUTM1-rearranged lung sarcoma: a rare case imaged with dynamic and static 18F-FDG PET/CT

in Cancer Imaging and Image-directed Interventions

Xieraili Wumener
Xiaoxing Ye
Jiuhui Zhao
Yarong Zhang
Tuya E
Jun Zhao
Ying Liang

Frontiers in Oncology

doi 10.3389/fonc.2025.1663104

416 views

Original Research

Accepted on 09 Sep 2025

A Meta-learning-based Robust Federated Learning for Diagnosing Lung Adenocarcinoma and Tuberculosis Granulomas

in Cancer Imaging and Image-directed Interventions

Chen Yuyao
Lei Liu
Bao Feng
Yehang Chen
Jun Xu
Huan Lin
Kunwei Li
Xiaodong Chen
Yuting Ke
Haoyang Zhou

Frontiers in Oncology

doi 10.3389/fonc.2025.1666937

205 views

Original Research

Published on 09 Sep 2025

Construction of a prediction model for axillary lymph node metastasis in breast cancer patients based on a multimodal fusion strategy of ultrasound and pathological images

in Cancer Imaging and Image-directed Interventions

Lingli Peng
Lan Yu
Beibei Liu
Feixiang Xiang
Yu Wu

Frontiers in Oncology

doi 10.3389/fonc.2025.1591858

406 views

Original Research

Published on 09 Sep 2025

NAFLD accelerates arterial perfusion in rabbit VX2 liver tumors: a sonoVue-based contrast-enhanced ultrasound study

in Cancer Imaging and Image-directed Interventions

Zhi-long Liu
Qin Lu
Qian Zhang
Wen-wen Fan
Juan Chen
Li-ping Liu

Frontiers in Oncology

doi 10.3389/fonc.2025.1638869

353 views

Case Report

Published on 09 Sep 2025

Mediastinal lymphangioleiomyomatosis: a case report and literature review

in Cancer Imaging and Image-directed Interventions

Yike Wang
Quanyong Wang
Lin Shi
Lei Zhao
Yana Dou
Fene Hao

Frontiers in Oncology

doi 10.3389/fonc.2025.1588165

1,159 views