Frontiers in Oncology | Cancer Imaging and Image-directed Interventions

Original Research

Published on 16 Oct 2025

Trans RCED-UNet3+: a hybrid CNN-transformer model for precise lung nodule segmentation

in Cancer Imaging and Image-directed Interventions

Sadaf Raza
Razia Zia
Irfan Ahmed Usmani
Nouf Abdullah Almujally
Nada Alasbali
Muhammad Hanif

Frontiers in Oncology

doi 10.3389/fonc.2025.1654466

2,278 views

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

1,341 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

1,569 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

2,318 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

1,027 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

1,239 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

1,324 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

2,591 views
1 citation

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

1,666 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

1,471 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

1,434 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

1,560 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

1,551 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

3,374 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

2,920 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

1,185 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

1,772 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

1,730 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

2,090 views
1 citation

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

1,489 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

1,449 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

1,499 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

3,648 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

5,629 views

2,193 articles

articles

Trans RCED-UNet3+: a hybrid CNN-transformer model for precise lung nodule segmentation

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

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

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

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

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