Frontiers in Oncology | Cancer Imaging and Image-directed Interventions

Original Research

Published on 19 Jun 2025

DynTransNet: Dynamic Transformer Network with multi-scale attention for liver cancer segmentation

in Cancer Imaging and Image-directed Interventions

Siming Zheng
A. S. M. Sharifuzzaman Sagar
Yu Chen
Zehao Yu
Shi Ying
Yongyi Zeng

Frontiers in Oncology

doi 10.3389/fonc.2025.1569083

1,943 views

Original Research

Published on 19 Jun 2025

Preliminary investigation on predicting postoperative glioma recurrences based on a multiparametric radiomics model

in Cancer Imaging and Image-directed Interventions

Fang-Xiong Fu
Guo Li
Lan Hong
Wang-Sheng Chen

Frontiers in Oncology

doi 10.3389/fonc.2025.1592881

1,402 views

Original Research

Published on 19 Jun 2025

Radiomics models to predict axillary lymph node metastasis in breast cancer and analysis of the biological significance of radiomic features

in Cancer Imaging and Image-directed Interventions

Xinhua Li
Minping Hong
Zhendong Lu
Zilin Liu
Lifu Lin
Hongfa Xu

Frontiers in Oncology

doi 10.3389/fonc.2025.1546229

2,229 views
2 citations

Case Report

Published on 18 Jun 2025

Ewing’s sarcoma of the mediastinal extraosseous site: a case report of a rare occurrence with literature review

in Cancer Imaging and Image-directed Interventions

Hong Zhou
Meng Su
Han-Fang Wang
Si-Qi Feng
Wen-Qian Jiang
Xiao-Rong Li

Frontiers in Oncology

doi 10.3389/fonc.2025.1578456

1,660 views

Original Research

Published on 18 Jun 2025

Leveraging a foundation model zoo for cell similarity search in oncological microscopy across devices

in Cancer Imaging and Image-directed Interventions

Gabriel Kalweit
Anusha Klett
Paula Silvestrini
Jens Rahnfeld
Mehdi Naouar
Yannick Vogt
Diana Infante
Rebecca Berger
Jesús Duque-Afonso
Tanja Nicole Hartmann

Frontiers in Oncology

doi 10.3389/fonc.2025.1480384

3,112 views
2 citations

Case Report

Published on 17 Jun 2025

Case Report: A case of femoral metastatic cancer misdiagnosed as isolated femoral lesser trochanter avulsion fracture

in Cancer Imaging and Image-directed Interventions

Meng-qi Pang
Feng-ze Wu
Jia-yan Chen
Rang-teng Zhu
Gang Jin
Wei-jie Gong
Han-tao Jiang

Frontiers in Oncology

doi 10.3389/fonc.2025.1565771

1,672 views

Correction

Published on 11 Jun 2025

Correction: MRI-based 2.5D deep learning radiomics nomogram for the differentiation of benign versus malignant vertebral compression fractures

in Cancer Imaging and Image-directed Interventions

Wenhua Liang
Hong Yu
Lisha Duan
Xiaona Li
Ming Wang
Bing Wang
Jianling Cui

Frontiers in Oncology

doi 10.3389/fonc.2025.1632503

1,032 views

Case Report

Published on 06 Jun 2025

Case Report: A case report of the diagnosis of renal inflammatory myofibroblastic tumor

in Cancer Imaging and Image-directed Interventions

Wenjie Wu
Tiantian Liang
Hui Zhang

Frontiers in Oncology

doi 10.3389/fonc.2025.1543858

1,664 views

Original Research

Published on 06 Jun 2025

Application of deep learning based on convolutional neural network model in multimodal ultrasound diagnosis of unexplained cervical lymph node enlargement

in Cancer Imaging and Image-directed Interventions

Shanshan Jiang
Naiqian Zhang
Chen Li
Lingxia Tong
Xiuhua Yang

Frontiers in Oncology

doi 10.3389/fonc.2025.1542265

1,848 views

Original Research

Published on 06 Jun 2025

Development and validation of a deep learning algorithm for discriminating glioma recurrence from radiation necrosis on MRI

in Cancer Imaging and Image-directed Interventions

Yu-Zhe Ying
Xiao-Hong Cai
Han Yang
Hua-Wei Huang
Dao Zheng
Hao-Yi Li
Ge-Hong Dong
Yong-Gang Wang
Zhong-Li Jiang
Zhu-Lin An

Frontiers in Oncology

doi 10.3389/fonc.2025.1573700

1,954 views

Original Research

Published on 05 Jun 2025

Imaging-based assessment of response to olaparib in platinum-sensitive relapsed ovarian cancer patients

in Cancer Imaging and Image-directed Interventions

Maria Delgado-Ortet
Vlad Bura
Ionut-Gabriel Funingana
David Hulse
Leonardo Rundo
James D. Brenton
Evis Sala
Lorena Escudero Sanchez

Frontiers in Oncology

doi 10.3389/fonc.2025.1546324

2,619 views

Case Report

Published on 05 Jun 2025

Ultrasonography diagnosis of dumbbell−shaped C5 cervical schwannoma: a case report and literature review

in Cancer Imaging and Image-directed Interventions

Kailin Yu
Jingsen Chen
Minqiang Pan
Kanlun Xu
Pintong Huang
Yucong Peng

Frontiers in Oncology

doi 10.3389/fonc.2025.1490713

1,710 views
1 citation

Original Research

Published on 04 Jun 2025

Prospective evaluation of mpMRI-derived nomograms for detecting prostate cancer in PI-RADS v2.1 upgraded and non-upgraded lesions

in Cancer Imaging and Image-directed Interventions

Ying Yi
Hang Wang
Dongliang Cheng
Zhifeng Xu
Xianhai Zhang
Chun Luo
Hai Zhao

Frontiers in Oncology

doi 10.3389/fonc.2025.1510049

1,803 views

Editorial

Published on 03 Jun 2025

Editorial: Application of emerging technologies in the diagnosis and treatment of patients with brain tumors: new frontiers in imaging for neuro-oncology

in Cancer Imaging and Image-directed Interventions

Domenico Aquino
Elena De Martin
Camilla Russo

Frontiers in Oncology

doi 10.3389/fonc.2025.1625256

1,618 views

Correction

Published on 03 Jun 2025

Corrigendum: Differentiation of early-stage tumors from benign lesions manifesting as pure ground-glass nodule: a clinical prediction study based on AI-derived quantitative parameters

in Cancer Imaging and Image-directed Interventions

Shuxiang Chen
Huijuan Zhang
Yifan Chen
Shuo Chen
Wenfu Cao
Yongxiu Tong

Frontiers in Oncology

doi 10.3389/fonc.2025.1631465

912 views

Original Research

Published on 03 Jun 2025

Imaging characteristics of central neurocytomas according to Ki-67 proliferation index

in Cancer Imaging and Image-directed Interventions

Yan-li Zhang
Ling Liu
Wei Li
Chao Ran
Yu-qi Luo

Frontiers in Oncology

doi 10.3389/fonc.2025.1601817

1,624 views
1 citation

Original Research

Published on 30 May 2025

Graph-based analysis of histopathological images for lung cancer classification using GLCM features and enhanced graph

in Cancer Imaging and Image-directed Interventions

Imam Dad
JianFeng He
Zulqarnain Baloch

Frontiers in Oncology

doi 10.3389/fonc.2025.1546635

2,563 views
2 citations

Original Research

Published on 29 May 2025

Using non-Gaussian diffusion models to distinguish benign from malignant head and neck lesions

in Cancer Imaging and Image-directed Interventions

Li Hua
Qiuyang Guo
Yifan Tang
Xueyi Ding
Jianyu Lin
Mengxiao Liu
Jun Liu
Qing Yang

Frontiers in Oncology

doi 10.3389/fonc.2025.1581637

1,265 views

Case Report

Published on 29 May 2025

Case Report: Extrarenal TFE3 fusion-related renal cell carcinoma

in Cancer Imaging and Image-directed Interventions

Zhouliang Yang
Ting Li
Kejun Lv
Xiaowei Zhang

Frontiers in Oncology

doi 10.3389/fonc.2025.1592042

2,067 views

Original Research

Published on 29 May 2025

Bi-modal ultrasound radiomics and habitat analysis enhanced the pre-operative prediction of axillary lymph node burden in patients with early-stage breast cancer

in Cancer Imaging and Image-directed Interventions

Jing Xu
Pan Qi
Xiaoyan Ou
Qiaoxin Zhong
Zhen-Wen Chen
Yin Wang
Aijiao Yi
Bin Wang

Frontiers in Oncology

doi 10.3389/fonc.2025.1607442

3,013 views
1 citation

Case Report

Published on 26 May 2025

Ultrasound-guided radiofrequency ablation for the treatment of anaplastic thyroid cancer: a case report

in Cancer Imaging and Image-directed Interventions

Tian Liu
Chen Xu
Hangjun Chen
Fuhua Chen
Bei Feng
Xiaoying Tao
Yibo Zhou

Frontiers in Oncology

doi 10.3389/fonc.2025.1469167

2,055 views
1 citation

Original Research

Published on 23 May 2025

A deep learning aided bone marrow segmentation of quantitative fat MRI for myelofibrosis patients

in Cancer Imaging and Image-directed Interventions

Humera Tariq
Lubomir Hadjiiski
Dariya Malyarenko
Moshe Talpaz
Kristen Pettit
Gary D. Luker
Brian D. Ross
Thomas L. Chenevert

Frontiers in Oncology

doi 10.3389/fonc.2025.1498832

2,240 views
2 citations

Original Research

Published on 23 May 2025

Interpretable machine learning model integrating contrast-enhanced CT environmental radiomics and clinicopathological features for predicting postoperative recurrence in lung adenocarcinoma: a retrospective pilot study

in Cancer Imaging and Image-directed Interventions

Song Lin
Yanli Niu
Lina Song
Yingjian Ye
Jinfang Yang
Junjie Liu
Xin Zhou
Peng An

Frontiers in Oncology

doi 10.3389/fonc.2025.1601674

2,284 views

Review

Published on 22 May 2025

Research advances in evaluation methods for neoadjuvant therapy of tumors

in Cancer Imaging and Image-directed Interventions

Zien Yuan
Ting Chen
He Zhang
Jiatong Li
Juntan Li
Guanning Shang

Frontiers in Oncology

doi 10.3389/fonc.2025.1580360

2,676 views
4 citations

2,196 articles

articles

DynTransNet: Dynamic Transformer Network with multi-scale attention for liver cancer segmentation

Preliminary investigation on predicting postoperative glioma recurrences based on a multiparametric radiomics model

Radiomics models to predict axillary lymph node metastasis in breast cancer and analysis of the biological significance of radiomic features

Ewing’s sarcoma of the mediastinal extraosseous site: a case report of a rare occurrence with literature review

Leveraging a foundation model zoo for cell similarity search in oncological microscopy across devices

Case Report: A case of femoral metastatic cancer misdiagnosed as isolated femoral lesser trochanter avulsion fracture

Correction: MRI-based 2.5D deep learning radiomics nomogram for the differentiation of benign versus malignant vertebral compression fractures

Case Report: A case report of the diagnosis of renal inflammatory myofibroblastic tumor

Application of deep learning based on convolutional neural network model in multimodal ultrasound diagnosis of unexplained cervical lymph node enlargement

Development and validation of a deep learning algorithm for discriminating glioma recurrence from radiation necrosis on MRI

Imaging-based assessment of response to olaparib in platinum-sensitive relapsed ovarian cancer patients

Ultrasonography diagnosis of dumbbell−shaped C5 cervical schwannoma: a case report and literature review

Prospective evaluation of mpMRI-derived nomograms for detecting prostate cancer in PI-RADS v2.1 upgraded and non-upgraded lesions

Editorial: Application of emerging technologies in the diagnosis and treatment of patients with brain tumors: new frontiers in imaging for neuro-oncology

Corrigendum: Differentiation of early-stage tumors from benign lesions manifesting as pure ground-glass nodule: a clinical prediction study based on AI-derived quantitative parameters

Imaging characteristics of central neurocytomas according to Ki-67 proliferation index

Graph-based analysis of histopathological images for lung cancer classification using GLCM features and enhanced graph

Using non-Gaussian diffusion models to distinguish benign from malignant head and neck lesions

Case Report: Extrarenal TFE3 fusion-related renal cell carcinoma

Bi-modal ultrasound radiomics and habitat analysis enhanced the pre-operative prediction of axillary lymph node burden in patients with early-stage breast cancer

Ultrasound-guided radiofrequency ablation for the treatment of anaplastic thyroid cancer: a case report

A deep learning aided bone marrow segmentation of quantitative fat MRI for myelofibrosis patients

Interpretable machine learning model integrating contrast-enhanced CT environmental radiomics and clinicopathological features for predicting postoperative recurrence in lung adenocarcinoma: a retrospective pilot study

Research advances in evaluation methods for neoadjuvant therapy of tumors