Frontiers in Oncology | Cancer Imaging and Image-directed Interventions

Original Research

Published on 15 Oct 2025

Factors influencing the outcomes of contrast-enhanced ultrasound in the detection of sentinel lymph nodes in breast cancer

in Cancer Imaging and Image-directed Interventions

Jun Luo
Yunhao Luo
Wenbin Cao
Liting Feng
Chaonan Li
Yuyan Liu
Dayan Huang
Cheng Guan
Qiang Lu

Frontiers in Oncology

doi 10.3389/fonc.2025.1662625

1,072 views

Original Research

Published on 13 Oct 2025

Optoacoustic imaging of the brain in a cachexia-inducing pancreatic cancer xenograft

in Cancer Imaging and Image-directed Interventions

Saleem Yousf
Marie-France Penet
Andrew Brannen
Paul Winnard
Yelena Mironchik
Balaji Krishnamachary
Zaver M. Bhujwalla

Frontiers in Oncology

doi 10.3389/fonc.2025.1580640

1,306 views

Review

Accepted on 08 Oct 2025

Ultrasound Technology in Dermatological Oncology: Integrated Review of Current Applications and Future Directions

in Cancer Imaging and Image-directed Interventions

Jiaqi Lou
Ziyi Xiang
Xiaoyu Zhu
Jiliang Li
Qionghui Sun
Guoying Jin
Shengyong Cui
Neng Huang
Xin Le
Youfen Fan

Frontiers in Oncology

276 views

Original Research

Published on 08 Oct 2025

Development of an AI-driven digital assistance system for real-time safety evaluation and quality control in laparoscopic liver surgery

in Cancer Imaging and Image-directed Interventions

Zi-Yang Peng
Zhi-Bo Wang
Yan Yan
Hao-Qian Peng
Yong-Tai Ma
Yu-Tong Li
Yao-Xing Ren
Jun-Xi Xiang
Kun Guo
Gang Wang

Frontiers in Oncology

doi 10.3389/fonc.2025.1678525

1,548 views

Case Report

Published on 08 Oct 2025

Case Report: A rare cause of duodenal intussusception: the pedunculated Brunner’s gland hamartoma

in Cancer Imaging and Image-directed Interventions

Yi-Hua Wang
Jing Zhou
Xiao-Shan Huang
Xiao-Zhong Zheng
Meng-Ying Gu
Jia-Qi Duan
Shu-Feng Fan
Jian-Xia Xu

Frontiers in Oncology

doi 10.3389/fonc.2025.1699786

1,019 views

Original Research

Published on 08 Oct 2025

Enhancing clinical diagnosis of laryngeal cancer through fusion-based transfer learning with Osprey Optimisation Algorithm using histology images

in Cancer Imaging and Image-directed Interventions

Nouf Al-Kahtani
Mona M. Jamjoom
Mohamad Khairi Ishak
Samih M. Mostafa

Frontiers in Oncology

doi 10.3389/fonc.2025.1618349

809 views

Original Research

Published on 07 Oct 2025

CT-based radiomics nomogram for differentiating dedifferentiated liposarcoma from well-differentiated liposarcoma

in Cancer Imaging and Image-directed Interventions

Ting Yang
Ruo-Yu Chen
Yi-Fan Ding
Jing-Yan Wu
Ying Li
Jin-Wei Qiang

Frontiers in Oncology

doi 10.3389/fonc.2025.1683165

984 views

Review

Published on 07 Oct 2025

MRI management of focal liver lesions: what a beginner cannot fail to know

in Cancer Imaging and Image-directed Interventions

Vincenza Granata
Roberta Fusco
Igino Simonetti
Maria Giovanna Riga
Giuseppe Pellegrino
Serena Carriero
Michele Ahmed Antonio Karaboue
Gianpaolo Carrafiello
Antonella Petrillo
Francesco Izzo

Frontiers in Oncology

doi 10.3389/fonc.2025.1630424

1,705 views

Original Research

Published on 06 Oct 2025

Multiparametric magnetic resonance imaging-based comprehensive model on prediction of lymphovascular space invasion in cervical cancer

in Cancer Imaging and Image-directed Interventions

Tao Yang
Qinqin Yi
Jingshan Gong

Frontiers in Oncology

doi 10.3389/fonc.2025.1578119

1,385 views

Original Research

Published on 06 Oct 2025

Diagnostic value of super-resolution ultrasound imaging in differentiating benign and malignant BI-RADS-4 breast lesions

in Cancer Imaging and Image-directed Interventions

Xueqin Hou
Zhiming Li
Yibin Liu
Junxi Gao
Tao Song

Frontiers in Oncology

doi 10.3389/fonc.2025.1662492

1,061 views

Original Research

Published on 03 Oct 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

Frontiers in Oncology

doi 10.3389/fonc.2025.1636292

1,187 views

Original Research

Published on 02 Oct 2025

CT-based radiomics and deep learning to predict EGFR mutation status in lung adenocarcinoma

in Cancer Imaging and Image-directed Interventions

Xingzhi Jiang
Qian Sun
Can Wang
Wei Li
Wang Chen
Juan Xu
Lei Yu

Frontiers in Oncology

doi 10.3389/fonc.2025.1597548

1,105 views

Original Research

Published on 02 Oct 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

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

Frontiers in Oncology

doi 10.3389/fonc.2025.1631013

1,275 views

Systematic Review

Published on 30 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

2,611 views

Original Research

Published on 26 Sep 2025

A meta-learning-based robust federated learning for diagnosing lung adenocarcinoma and tuberculosis granulomas

in Cancer Imaging and Image-directed Interventions

Yuyao Chen
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

2,704 views

Correction

Published on 26 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

1,001 views

Original Research

Published on 23 Sep 2025

Development and validation of a deep learning model using MR imaging for predicting brain metastases: an accuracy-focused study

in Cancer Imaging and Image-directed Interventions

Dan Shi
Meng Yang
Min Dong
Ning Xuan
Yinsu Zhu
Xiaoqiong Lv
Chao Xie
Fei Xia
Lingchun Xu
Qinglei Zhang

Frontiers in Oncology

doi 10.3389/fonc.2025.1657604

1,370 views

Original Research

Published on 23 Sep 2025

Predicting the recurrence risk of liver metastasis from colorectal cancer: a study based on preoperative CT intratumoral and peritumoral radiomics features

in Cancer Imaging and Image-directed Interventions

Dongying Zhang
Peiheng Li
Yong Wei
Mingmei Xue
Fangfang Guo
Chenguang Li

Frontiers in Oncology

doi 10.3389/fonc.2025.1662354

1,266 views

Original Research

Published on 23 Sep 2025

Identifying clinically relevant findings in breast cancer using deep learning and feature attribution on local views from high-resolution mammography

in Cancer Imaging and Image-directed Interventions

Diego Mellado
Leondry Mayeta-Revilla
Julio Sotelo
Marvin Querales
Eduardo Godoy
Scarlett Lever
Fabian Pardo
Steren Chabert
Rodrigo Salas

Frontiers in Oncology

doi 10.3389/fonc.2025.1601929

1,654 views

Original Research

Published on 22 Sep 2025

Predictive value of radiomics modeling based on dynamic and static 18F-FDG PET/CT imaging for the differential diagnosis of lymph nodes in lung cancer

in Cancer Imaging and Image-directed Interventions

Xieraili Wumener
Zhiheng Hu
Jiuhui Zhao
Hongjian Wang
Yarong Zhang
Yaohong Deng
Jun Zhao
Ying Liang

Frontiers in Oncology

doi 10.3389/fonc.2025.1637366

1,237 views

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

1,183 views

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

1,263 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

2,136 views
1 citation

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

4,527 views

2,146 articles

articles

Factors influencing the outcomes of contrast-enhanced ultrasound in the detection of sentinel lymph nodes in breast cancer

Optoacoustic imaging of the brain in a cachexia-inducing pancreatic cancer xenograft

Ultrasound Technology in Dermatological Oncology: Integrated Review of Current Applications and Future Directions

Development of an AI-driven digital assistance system for real-time safety evaluation and quality control in laparoscopic liver surgery

Case Report: A rare cause of duodenal intussusception: the pedunculated Brunner’s gland hamartoma

Enhancing clinical diagnosis of laryngeal cancer through fusion-based transfer learning with Osprey Optimisation Algorithm using histology images

CT-based radiomics nomogram for differentiating dedifferentiated liposarcoma from well-differentiated liposarcoma

MRI management of focal liver lesions: what a beginner cannot fail to know

Multiparametric magnetic resonance imaging-based comprehensive model on prediction of lymphovascular space invasion in cervical cancer

Diagnostic value of super-resolution ultrasound imaging in differentiating benign and malignant BI-RADS-4 breast lesions

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

CT-based radiomics and deep learning to predict EGFR mutation status in lung adenocarcinoma

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

Artificial intelligence in breast ultrasound: a systematic review of research advances

A meta-learning-based robust federated learning for diagnosing lung adenocarcinoma and tuberculosis granulomas

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

Development and validation of a deep learning model using MR imaging for predicting brain metastases: an accuracy-focused study

Predicting the recurrence risk of liver metastasis from colorectal cancer: a study based on preoperative CT intratumoral and peritumoral radiomics features

Identifying clinically relevant findings in breast cancer using deep learning and feature attribution on local views from high-resolution mammography

Predictive value of radiomics modeling based on dynamic and static 18F-FDG PET/CT imaging for the differential diagnosis of lymph nodes in lung cancer

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

Pleomorphic adenocarcinoma of the breast: a case report

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

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