Frontiers in Oncology | Cancer Imaging and Image-directed Interventions

Original Research

Published on 21 Nov 2025

Automated predictive framework using AI and deep learning approaches for early detection and classification of liver cancer

in Cancer Imaging and Image-directed Interventions

Yefeng Dai
Fan Gao
Yeqi Chen
Song Xu
Chen Qiu
Xiaoni Cai

Frontiers in Oncology

doi 10.3389/fonc.2025.1650800

1,041 views

Original Research

Accepted on 20 Nov 2025

Artificial intelligence-based magnetic resonance imaging for preoperative staging of patients with endometrial cancer: a systematic review and meta-analysis

in Cancer Imaging and Image-directed Interventions

Jinjing Zheng
Xueyao Lin
Ming Li

Frontiers in Oncology

137 views

Original Research

Published on 18 Nov 2025

Deep-learning radiomics and hand-crafted radiomics utilizing contrast-enhanced MRI to predict early peritumoral recurrence after DEB-TACE with hepatocellular carcinoma: a two-center study

in Cancer Imaging and Image-directed Interventions

Jin Wang
Huan Liu
Yiman Li
Xueqin Ma
Hao Chen
Xiaoping Luo
Baolin Zhou
Xi Liu

Frontiers in Oncology

doi 10.3389/fonc.2025.1642828

778 views

Original Research

Published on 17 Nov 2025

The nomogram of contrast-enhanced ultrasound-targeted fusion biopsy predicts the pathology upgrade in prostate cancer

in Cancer Imaging and Image-directed Interventions

Jianhui Cao
Bin Feng
Junbiao Zheng

Frontiers in Oncology

doi 10.3389/fonc.2025.1632501

698 views

Case Report

Published on 17 Nov 2025

Case report and literature review: primary hepatic leiomyosarcoma with misdiagnosis and SDHB positive expression

in Cancer Imaging and Image-directed Interventions

Chengbin Lu
Wenchao Ding
Xiaoli Ma
Benmo Xu
Zongyan Luo
Can Li
Sinan Yang
Jinye Yang
Yuanlong Shi
Yufan Bai

Frontiers in Oncology

doi 10.3389/fonc.2025.1675617

576 views

Original Research

Published on 10 Nov 2025

Machine learning-driven prediction of intratumoral tertiary lymphoid structures in hepatocellular carcinoma using contrast-enhanced CT imaging and integrated clinical data

in Cancer Imaging and Image-directed Interventions

Jun Wu
Zhifan Zuo
Lin Na
Wei Zhang
Yang Guo
Ziwei Zhu
Qiongyuan Ren
Weng Kung Peng
Lei Han

Frontiers in Oncology

doi 10.3389/fonc.2025.1652509

1,084 views

Original Research

Published on 10 Nov 2025

Habitat radiomics and deep learning on gadoxetic acid-enhanced MRI for noninvasive assessment of CK19 expression and recurrence-free survival in hepatocellular carcinoma

in Cancer Imaging and Image-directed Interventions

Weihao Chen
Jingcheng Hu
Mingzhan Du
Tao Zhang
Chunyan Gu
Qian Wu
Yanfen Fan
Ximing Wang
Yixing Yu
Chunhong Hu

Frontiers in Oncology

doi 10.3389/fonc.2025.1684264

739 views

Original Research

Published on 06 Nov 2025

Optimized prediction of breast cancer tumor microenvironment using MRI-based intratumoral and peritumoral radiomics: a prospective study

in Cancer Imaging and Image-directed Interventions

Eun Sil Kim
Sungwon Ham
Bo Kyoung Seo
Ji Young Lee
Woong Sun
Minkyu Jeon
Minseok Joo
Seonghoon Park
Shuncong Wang
Boram Lee

Frontiers in Oncology

doi 10.3389/fonc.2025.1654508

1,122 views

Case Report

Published on 06 Nov 2025

Case Report: Imaging and pathological analysis of intra-abdominal aggressive fibromatosis with abscess

in Cancer Imaging and Image-directed Interventions

Rong Yang
Juan Zhao
Lin Zhou

Frontiers in Oncology

doi 10.3389/fonc.2025.1692823

766 views

Case Report

Published on 05 Nov 2025

Case Report: Extra skeletal Ewing’s sarcoma of mediastinum: clinical experience and literature review

in Cancer Imaging and Image-directed Interventions

Xianwen Hu
Wei Zhao
Ronghua Yu
Dongfeng Pan

Frontiers in Oncology

doi 10.3389/fonc.2025.1601648

781 views

Original Research

Published on 03 Nov 2025

Evaluation of the diagnostic value of magnetic resonance imaging combined with ultrasound and mammography for breast cancer using array spatial sensitivity encoding technique

in Cancer Imaging and Image-directed Interventions

Yingyi Xia
Zhiyu Ling
Hao Chen

Frontiers in Oncology

doi 10.3389/fonc.2025.1596803

947 views

Original Research

Accepted on 29 Oct 2025

Molecular-Informed Image Classification for Predicting Drug Sensitivity in Cancer Therapy

in Cancer Imaging and Image-directed Interventions

Chunmei Qu

Frontiers in Oncology

218 views

Original Research

Published on 28 Oct 2025

Differentiation between G3 pancreatic neuroendocrine tumor and pancreatic neuroendocrine carcinoma based on intratumor and peritumor CT value ratio and abnormal vascular network

in Cancer Imaging and Image-directed Interventions

Chaoyang Zhang
Wei Hao

Frontiers in Oncology

doi 10.3389/fonc.2025.1616763

820 views

Original Research

Published on 28 Oct 2025

Prediction of intracranial response to PD-1/PD-L1 inhibitors therapy in brain metastases originating from non-small cell lung cancer using habitat imaging and peritumoral radiomics: a multicenter study

in Cancer Imaging and Image-directed Interventions

Min Ding
Tianrui He
Jing Yu
Jian Zheng
Song Wei
Yuan Yuan
Chunhui Yang
Ning Luo
Xin Qi
Liting Liu

Frontiers in Oncology

doi 10.3389/fonc.2025.1657290

1,109 views

Original Research

Published on 24 Oct 2025

Real-time AI-guided ultrasound localization method for breast tumor rotational resection

in Cancer Imaging and Image-directed Interventions

Hang Sun
Hongjie Zhu
Menghan Zhang
Hong Li
Xinran Shao
Yunzhi Shen
Pingdong Sun
Jing Li
Jizhou Yang
Lei Chen

Frontiers in Oncology

doi 10.3389/fonc.2025.1675180

751 views

Original Research

Published on 24 Oct 2025

Differentiating small intestinal stromal tumors from primary small intestinal lymphomas using contrast-enhanced CT and texture analysis: a diagnostic study

in Cancer Imaging and Image-directed Interventions

Zhihua Li
Yiying Wang
Da Xi
Jian Wang
Haiyang Lan
Xiaoning He
Na Zhao
Juan Xiao
Naiwen Mu
Jianlong Li

Frontiers in Oncology

doi 10.3389/fonc.2025.1701049

687 views

Systematic Review

Published on 23 Oct 2025

Application of immunoPET imaging to enhance head and neck squamous cell carcinoma clinical management

in Cancer Imaging and Image-directed Interventions

Waleed M. Almutairi
Qi-Huang Zheng
Mark Langer
Oluwaseyi M. Oderinde

Frontiers in Oncology

doi 10.3389/fonc.2025.1644692

1,696 views

Original Research

Published on 23 Oct 2025

Exploratory investigation of dose calculation and tumor-feeding artery identification using dual CBCT in selective internal radiation therapy with Yttrium-90 microspheres

in Cancer Imaging and Image-directed Interventions

Zhaoxiong Guo
Yuchan Liang
Tingfeng Li
Ao Li
Kangshun Zhu
Yongjian Guo
Wenxin Wang
Wensou Huang

Frontiers in Oncology

doi 10.3389/fonc.2025.1655769

889 views

Original Research

Published on 22 Oct 2025

Fusion of contrast-enhanced magnetic resonance neurography and T1-weighted imaging improves simultaneous nerve-tumor visualization in head and neck lesions

in Cancer Imaging and Image-directed Interventions

Tingting Liu
Zhiqing Zhang
Yuan Liu
Yu Su
Qun Yu
Chungao Li
Xiangchuang Kong
Jie Zhao
Shuo Huang
Chuansheng Zheng

Frontiers in Oncology

doi 10.3389/fonc.2025.1692893

800 views

Original Research

Published on 22 Oct 2025

CT-based texture analysis predicts BRAFV600E mutation in calcified papillary thyroid carcinoma

in Cancer Imaging and Image-directed Interventions

Yongqin Chen
Wenfu Cao
Hang Li
Shuxiang Chen
Liwan Zhang
Huijuan Zhang
Yongxiu Tong

Frontiers in Oncology

doi 10.3389/fonc.2025.1660725

707 views

Original Research

Published on 21 Oct 2025

Background parenchymal enhancement of the contralateral breast on preoperative contrast-enhanced breast MRI as a potential predictive factor for disease-free survival in triple-negative breast cancer patients

in Cancer Imaging and Image-directed Interventions

Xiao-Ting Li
Xing Wang
Hai-Tao Zhu
Nan Sun
Hai-Bin Zhu
Liang You
Xiao-Lei Gu
Yao Luo
Zhao-Qing Fan
Ying-Shi Sun

Frontiers in Oncology

doi 10.3389/fonc.2025.1700320

1,142 views

Original Research

Published on 21 Oct 2025

Visualizing the vascular-cellular microenvironment in lung cancer brain metastasis via multiparametric fusion of DCE-MRI and DWI

in Cancer Imaging and Image-directed Interventions

Yonglong Li
Zhen Li
Haotian Wang
Zhigang Pei
Xiufu Zhang
Jun Zhou
Chunrong Wu
Ruipeng Liang

Frontiers in Oncology

doi 10.3389/fonc.2025.1645589

1,057 views

Opinion

Published on 20 Oct 2025

Opinion paper: artificial intelligence as a clinical ally in lung cancer detection—the case for Gleamer’s ChestView

in Cancer Imaging and Image-directed Interventions

Esteban Zavaleta-Monestel
Sebastián Arguedas-Chacón
Jeaustin Mora-Jiménez
Kevin Cruz-Mora
Abraham Rocha-Romero

Frontiers in Oncology

doi 10.3389/fonc.2025.1673369

844 views

Original Research

Published on 17 Oct 2025

A lightweight CNN for colon cancer tissue classification and visualization

in Cancer Imaging and Image-directed Interventions

Jie Li
Weiwei Goh
Noor Zaman Jhanjhi

Frontiers in Oncology

doi 10.3389/fonc.2025.1659010

1,704 views

2,148 articles

articles

Automated predictive framework using AI and deep learning approaches for early detection and classification of liver cancer

Artificial intelligence-based magnetic resonance imaging for preoperative staging of patients with endometrial cancer: a systematic review and meta-analysis

Deep-learning radiomics and hand-crafted radiomics utilizing contrast-enhanced MRI to predict early peritumoral recurrence after DEB-TACE with hepatocellular carcinoma: a two-center study

The nomogram of contrast-enhanced ultrasound-targeted fusion biopsy predicts the pathology upgrade in prostate cancer

Case report and literature review: primary hepatic leiomyosarcoma with misdiagnosis and SDHB positive expression

Machine learning-driven prediction of intratumoral tertiary lymphoid structures in hepatocellular carcinoma using contrast-enhanced CT imaging and integrated clinical data

Habitat radiomics and deep learning on gadoxetic acid-enhanced MRI for noninvasive assessment of CK19 expression and recurrence-free survival in hepatocellular carcinoma

Optimized prediction of breast cancer tumor microenvironment using MRI-based intratumoral and peritumoral radiomics: a prospective study

Case Report: Imaging and pathological analysis of intra-abdominal aggressive fibromatosis with abscess

Case Report: Extra skeletal Ewing’s sarcoma of mediastinum: clinical experience and literature review

Evaluation of the diagnostic value of magnetic resonance imaging combined with ultrasound and mammography for breast cancer using array spatial sensitivity encoding technique

Molecular-Informed Image Classification for Predicting Drug Sensitivity in Cancer Therapy

Differentiation between G3 pancreatic neuroendocrine tumor and pancreatic neuroendocrine carcinoma based on intratumor and peritumor CT value ratio and abnormal vascular network

Prediction of intracranial response to PD-1/PD-L1 inhibitors therapy in brain metastases originating from non-small cell lung cancer using habitat imaging and peritumoral radiomics: a multicenter study

Real-time AI-guided ultrasound localization method for breast tumor rotational resection

Differentiating small intestinal stromal tumors from primary small intestinal lymphomas using contrast-enhanced CT and texture analysis: a diagnostic study

Application of immunoPET imaging to enhance head and neck squamous cell carcinoma clinical management

Exploratory investigation of dose calculation and tumor-feeding artery identification using dual CBCT in selective internal radiation therapy with Yttrium-90 microspheres

Fusion of contrast-enhanced magnetic resonance neurography and T1-weighted imaging improves simultaneous nerve-tumor visualization in head and neck lesions

CT-based texture analysis predicts BRAFV600E mutation in calcified papillary thyroid carcinoma

Background parenchymal enhancement of the contralateral breast on preoperative contrast-enhanced breast MRI as a potential predictive factor for disease-free survival in triple-negative breast cancer patients

Visualizing the vascular-cellular microenvironment in lung cancer brain metastasis via multiparametric fusion of DCE-MRI and DWI

Opinion paper: artificial intelligence as a clinical ally in lung cancer detection—the case for Gleamer’s ChestView

A lightweight CNN for colon cancer tissue classification and visualization