Frontiers in Oncology | Cancer Imaging and Image-directed Interventions

Original Research

Published on 27 Nov 2025

An interpretable 18F-FDG PET/CT-based radiomics model for predicting sub-3cm solitary adrenal metastases in cancer patients

in Cancer Imaging and Image-directed Interventions

Wenfeng Feng
Xingjian Wang
Haifeng Cai
Shunxiang Liu
Chunling Liu
Yaqi Wang
Jingwu Li
Yongliang Liu
Lixiu Cao

Frontiers in Oncology

doi 10.3389/fonc.2025.1691842

612 views

Original Research

Accepted on 26 Nov 2025

Ultrasound Radiomics-Based Machine Learning Models for Risk Stratification of Follicular Thyroid Tumors

in Cancer Imaging and Image-directed Interventions

Ya Yuan
Xinyue Wang
Hongyan Deng
Kunpeng Cao
Fei Yu

Frontiers in Oncology

135 views

Review

Published on 26 Nov 2025

Advancements in real-time oncology diagnosis: harnessing AI and image fusion techniques

in Cancer Imaging and Image-directed Interventions

Leila Bagheriye
Johan Kwisthout

Frontiers in Oncology

doi 10.3389/fonc.2025.1468753

1,142 views

Original Research

Published on 26 Nov 2025

Single center experience of the impact of artificial intelligence image analysis software on short-term prognosis of non-small cell lung cancer

in Cancer Imaging and Image-directed Interventions

Luyuan Chang
Siyu Dong
Ailijiang Kadeer
Shilong Song
Tingting Guo
Fei Liu

Frontiers in Oncology

doi 10.3389/fonc.2025.1633035

600 views

Original Research

Published on 26 Nov 2025

Prognostic assessment of diffuse large B-cell lymphoma using ultrasound imaging nomogram and PET/CT indicators

in Cancer Imaging and Image-directed Interventions

Wenbin Li
Lina Hu
Ming Wang
Ruolan Zeng
Pei Liu

Frontiers in Oncology

doi 10.3389/fonc.2025.1687626

538 views

Original Research

Accepted on 24 Nov 2025

Deep Learning for Multitask Prediction on Thyroid Nodule Frozen Sections

in Cancer Imaging and Image-directed Interventions

Dehua Hu
Zhongliang Hu
Chunyang Wang
Juan Hu
Xiang Li
Yufeng Cai
Shixiang Wang
Xusheng Wu
Haixia Liu

Frontiers in Oncology

216 views

Original Research

Published on 24 Nov 2025

Research on breast tumor segmentation based on the Mamba architecture

in Cancer Imaging and Image-directed Interventions

Weihao Wei
Jiacheng Wu
Guangming Shao

Frontiers in Oncology

doi 10.3389/fonc.2025.1672274

990 views

Original Research

Published on 24 Nov 2025

Establishment of a CT-based radiomic feature robustness databank for OPC patients via image perturbation in a multi-institutional study: a practical method to safeguard model generalizability

in Cancer Imaging and Image-directed Interventions

Yongqiang Wang
Alex Zwanenburg
Jiang Zhang
Xinzhi Teng
Sai-Kit Lam
Jin Cao
Zongrui Ma
Ta Zhou
Yuanpeng Zhang
Hong Ge

Frontiers in Oncology

doi 10.3389/fonc.2025.1464884

578 views

Original Research

Published on 21 Nov 2025

CT radiomics analysis facilitates preoperative risk stratification of central lymph node metastasis in papillary thyroid cancer: a multicenter study

in Cancer Imaging and Image-directed Interventions

Zeyong Li
Li Zhang
Shuangxin Li
Guishen Jiang
Zhenqi Zhang
Dan Liu
Hongwei Li
Bo Xiao
Jialin Yu

Frontiers in Oncology

doi 10.3389/fonc.2025.1681000

503 views
1 citation

Original Research

Published on 21 Nov 2025

Association of tumor markers CA 15-3, CEA, and CA 125 with [18F]NaF PET findings in breast cancer patients

in Cancer Imaging and Image-directed Interventions

Arvin Naeimi
Sara Harsini
Vilma Derbekyan
Gad Abikhzer
Marc Hickeson
Shawn Karls
Farzad Abbaspour

Frontiers in Oncology

doi 10.3389/fonc.2025.1673504

1,018 views

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

1,147 views

Original Research

Published on 21 Nov 2025

Risk factor analysis of childhood and adolescent thyroid cancer mediastinal lymph node and distant metastasis

in Cancer Imaging and Image-directed Interventions

Ruirui Zhang
Mengjin Sun
Siyue Ding
Jinling Niu
Shuhui Wang
Qian Li

Frontiers in Oncology

doi 10.3389/fonc.2025.1705168

451 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

156 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

892 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

824 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

609 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

1,165 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

845 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

1,246 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

826 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

814 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

986 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

326 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

872 views

2,159 articles

articles

An interpretable 18F-FDG PET/CT-based radiomics model for predicting sub-3cm solitary adrenal metastases in cancer patients

Ultrasound Radiomics-Based Machine Learning Models for Risk Stratification of Follicular Thyroid Tumors

Advancements in real-time oncology diagnosis: harnessing AI and image fusion techniques

Single center experience of the impact of artificial intelligence image analysis software on short-term prognosis of non-small cell lung cancer

Prognostic assessment of diffuse large B-cell lymphoma using ultrasound imaging nomogram and PET/CT indicators

Deep Learning for Multitask Prediction on Thyroid Nodule Frozen Sections

Research on breast tumor segmentation based on the Mamba architecture

Establishment of a CT-based radiomic feature robustness databank for OPC patients via image perturbation in a multi-institutional study: a practical method to safeguard model generalizability

CT radiomics analysis facilitates preoperative risk stratification of central lymph node metastasis in papillary thyroid cancer: a multicenter study

Association of tumor markers CA 15-3, CEA, and CA 125 with [18F]NaF PET findings in breast cancer patients

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

Risk factor analysis of childhood and adolescent thyroid cancer mediastinal lymph node and distant metastasis

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