Frontiers in Oncology | Cancer Imaging and Image-directed Interventions

Original Research

Published on 12 Jan 2026

Development and validation of an LDCT-based deep learning radiomics nomogram for predicting postoperative recurrence of stage Ia lung adenocarcinoma

in Cancer Imaging and Image-directed Interventions

Haimei Lan
Chaosheng Wei
Yiming Luo
Mingzhuang Liao
Hongfeng Liang
Jianli Qin
Jixing Yi
Fengming Xu
Dandan Huang
Meiqing Zhang

Frontiers in Oncology

doi 10.3389/fonc.2025.1706104

520 views

Original Research

Published on 12 Jan 2026

A deep learning-based automatic segmentation model for diffuse midline glioma with H3K27M alteration

in Cancer Imaging and Image-directed Interventions

Yong Deng
Tengyun Chen
Yuekang Zhang
Bowen Huang

Frontiers in Oncology

doi 10.3389/fonc.2025.1602516

598 views

Review

Published on 12 Jan 2026

Ultrasound-based radiomics for the evaluation of breast cancer

in Cancer Imaging and Image-directed Interventions

Fei-Yi Sun
De-Li Meng
Lin Liu
Xiu-Qun Cao
Lu Fu
Lei Meng
Xin-Wu Cui
Xiao-Fang Pan

Frontiers in Oncology

doi 10.3389/fonc.2025.1710405

698 views

Original Research

Published on 12 Jan 2026

Deep learning for multitask prediction on thyroid nodule frozen sections

in Cancer Imaging and Image-directed Interventions

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

Frontiers in Oncology

doi 10.3389/fonc.2025.1676360

771 views

Original Research

Published on 12 Jan 2026

Evaluating sequence contributions to MRI radiomics for glioblastoma survival: single vs fusion models

in Cancer Imaging and Image-directed Interventions

Ruirui Guo
Ya Gao

Frontiers in Oncology

doi 10.3389/fonc.2025.1743451

572 views

Original Research

Published on 12 Jan 2026

Molecular-informed image classification for predicting drug sensitivity in cancer therapy

in Cancer Imaging and Image-directed Interventions

Chunmei Qu

Frontiers in Oncology

doi 10.3389/fonc.2025.1643504

637 views

Review

Published on 09 Jan 2026

Recent advance in early oral lesion diagnosis: the application of artificial intelligence-assisted endoscopy

in Cancer Imaging and Image-directed Interventions

Xinyi Zhao
Hao Lin
Bang Zeng
Renbin Zhou
Lei Ma
Bing Liu
Qiusheng Shan
Tianfu Wu

Frontiers in Oncology

doi 10.3389/fonc.2025.1686356

758 views

Case Report

Published on 09 Jan 2026

Case Report: Multiple extragenital adenomatoid tumors in the rectum and small intestinal mesentery

in Cancer Imaging and Image-directed Interventions

Zhongqian Wang
Lei Xiaoyan
Tianxu Fu
Zhenping Wang
Shishi Luo

Frontiers in Oncology

doi 10.3389/fonc.2025.1581770

515 views

Original Research

Published on 07 Jan 2026

Multimodal ultrasonography for predicting epidermal growth factor receptor mutation in subpleural non-small cell lung carcinoma

in Cancer Imaging and Image-directed Interventions

Jing Bai
Qifei Zhang
Song Wang
Hong Wang
Kun Yan
Wei Zhou
Liang Dong
Wei Yang

Frontiers in Oncology

doi 10.3389/fonc.2025.1722238

475 views

Correction

Published on 06 Jan 2026

Correction: Investigating object detection errors in endoscopic imaging of esophageal SCC and dysplasia through precision–recall analysis

in Cancer Imaging and Image-directed Interventions

Li-Jen Chang
Kun-Hua Lee
Arvind Mukundan
Riya Karmakar
Achmad Bauravindah
Tsung-Hsien Chen
Chien-Wei Huang
Hsiang-Chen Wang

Frontiers in Oncology

doi 10.3389/fonc.2025.1773175

643 views

Original Research

Published on 05 Jan 2026

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

doi 10.3389/fonc.2025.1673060

751 views

Original Research

Published on 05 Jan 2026

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

doi 10.3389/fonc.2025.1707586

633 views

Original Research

Published on 02 Jan 2026

MiR-10a-5p suppresses hepatocellular carcinoma progression and microvascular invasion by targeting TFR1-STAT3-CD24 signaling axis

in Cancer Imaging and Image-directed Interventions

Yupeng Zhang
Di Lai
Ziyi Wang
Xiaoyue Nong
Yingying Chen
Rulin Xu
Tao Bai
Wei Zhang

Frontiers in Oncology

doi 10.3389/fonc.2025.1694441

907 views

Original Research

Published on 02 Jan 2026

Differential diagnosis of benign and malignant vertebral compression fractures based on CT radiomics model

in Cancer Imaging and Image-directed Interventions

Xinrui Liu
Song Chen
Yifan Wang
Jiashi Cao
Zhuangfei Niu
Yuxian Jin
Xingdan Pan
Zhengwei Zhang
Tielong Liu
Wei Liang

Frontiers in Oncology

doi 10.3389/fonc.2025.1697550

731 views

Original Research

Published on 18 Dec 2025

Evaluation of the efficacy of 18F-FDG PET-CT combined with CT in detecting lymph node metastasis in liver cancer

in Cancer Imaging and Image-directed Interventions

Jun Yu
Xing-guo Tan
Fang Li

Frontiers in Oncology

doi 10.3389/fonc.2025.1636566

1,061 views

Original Research

Published on 18 Dec 2025

Predicting isocitrate dehydrogenase status in glioma using hierarchical attention-based deep 3D multiple instance learning

in Cancer Imaging and Image-directed Interventions

Qinqin Xie
Yongheng Sun
Yuxia Liang
Yu Shang
Haifeng Wang
Fan Wang
Rong Wei
Bin Chen
Ming Zhang
Chen Niu

Frontiers in Oncology

doi 10.3389/fonc.2025.1665690

736 views

Original Research

Published on 17 Dec 2025

Prediction of histopathological grade in gastric cancer using dual energy CT-derived synthetic extracellular volume fraction

in Cancer Imaging and Image-directed Interventions

Hai-fei Zhou
Wei Chen
Jing-qi Li
Ai-yun Sun
Li-li Guo

Frontiers in Oncology

doi 10.3389/fonc.2025.1688072

583 views

Original Research

Published on 16 Dec 2025

Risk stratification for early-stage NSCLC progression: a federated learning framework with large-small model synergy

in Cancer Imaging and Image-directed Interventions

Zijun Huang
Bao Feng
Yehang Chen
Liebin Huang
Yuan Chen
Xiaobei Duan
Xiaojuan Chen
Huan Lin
Kunwei Li
Yuping Li

Frontiers in Oncology

doi 10.3389/fonc.2025.1719433

1,057 views

Original Research

Published on 16 Dec 2025

Early prediction of tumor response to carbon ion radiotherapy via 18F-FMISO PET/CT in patients with locally advanced non-small-cell lung cancer

in Cancer Imaging and Image-directed Interventions

Caiyue Ren
Jian Chen
Jingfang Mao
Jiangang Zhang
Zili Li
Kailiang Wu
Jingyi Cheng

Frontiers in Oncology

doi 10.3389/fonc.2025.1733152

1,007 views

Case Report

Published on 15 Dec 2025

[18F]FDG PET/CT detection and therapeutic response assessment of primary multisystem extranodal diffuse large B-cell lymphoma without lymph node involvement: a case report

in Cancer Imaging and Image-directed Interventions

Taiping Liao
Huan Deng
Yongjun Long
Jun He
Lingxiao Li
Cong Xiao
Jun Li

Frontiers in Oncology

doi 10.3389/fonc.2025.1697944

917 views

Original Research

Published on 15 Dec 2025

EnsembleSkinNet: a transfer learning-based framework for efficient skin cancer detection with explainable AI integration

in Cancer Imaging and Image-directed Interventions

Srilakshmi Cherukuri
Srisailapu D. Vara Prasad

Frontiers in Oncology

doi 10.3389/fonc.2025.1699960

1,418 views

Original Research

Published on 15 Dec 2025

The diagnostic value of CT-guided percutaneous lung biopsy in atypical pulmonary hamartoma and pulmonary sclerosing pneumocytoma

in Cancer Imaging and Image-directed Interventions

Meng Li
Yang Li
Xiaopeng Zhao
Xiangming Wang
Gaofeng Shi
Andu Zhang
Huiyan Deng
Jialiang Ren

Frontiers in Oncology

doi 10.3389/fonc.2025.1653012

792 views

Correction

Published on 12 Dec 2025

Correction: Opportunities and challenges of radiofrequency ablation for substernal goiter: a case report

in Cancer Imaging and Image-directed Interventions

Zhiming Han
Lei Feng
Nan Wang

Frontiers in Oncology

doi 10.3389/fonc.2025.1758451

498 views

Original Research

Published on 11 Dec 2025

Efficacy and safety of high-intensity focused ultrasound ablation under general anesthesia in older hepatocellular carcinoma patients

in Cancer Imaging and Image-directed Interventions

Siyu Xie
Lifeng Ran
Wei Yang
Kun Zhou
Chengbing Jin
Hui Zhu

Frontiers in Oncology

doi 10.3389/fonc.2025.1702332

812 views

2,189 articles

articles

Development and validation of an LDCT-based deep learning radiomics nomogram for predicting postoperative recurrence of stage Ia lung adenocarcinoma

A deep learning-based automatic segmentation model for diffuse midline glioma with H3K27M alteration

Ultrasound-based radiomics for the evaluation of breast cancer

Deep learning for multitask prediction on thyroid nodule frozen sections

Evaluating sequence contributions to MRI radiomics for glioblastoma survival: single vs fusion models

Molecular-informed image classification for predicting drug sensitivity in cancer therapy

Recent advance in early oral lesion diagnosis: the application of artificial intelligence-assisted endoscopy

Case Report: Multiple extragenital adenomatoid tumors in the rectum and small intestinal mesentery

Multimodal ultrasonography for predicting epidermal growth factor receptor mutation in subpleural non-small cell lung carcinoma

Correction: Investigating object detection errors in endoscopic imaging of esophageal SCC and dysplasia through precision–recall analysis

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

Ultrasound radiomics-based machine learning models for risk stratification of follicular thyroid tumors

MiR-10a-5p suppresses hepatocellular carcinoma progression and microvascular invasion by targeting TFR1-STAT3-CD24 signaling axis

Differential diagnosis of benign and malignant vertebral compression fractures based on CT radiomics model

Evaluation of the efficacy of 18F-FDG PET-CT combined with CT in detecting lymph node metastasis in liver cancer

Predicting isocitrate dehydrogenase status in glioma using hierarchical attention-based deep 3D multiple instance learning

Prediction of histopathological grade in gastric cancer using dual energy CT-derived synthetic extracellular volume fraction

Risk stratification for early-stage NSCLC progression: a federated learning framework with large-small model synergy

Early prediction of tumor response to carbon ion radiotherapy via 18F-FMISO PET/CT in patients with locally advanced non-small-cell lung cancer

[18F]FDG PET/CT detection and therapeutic response assessment of primary multisystem extranodal diffuse large B-cell lymphoma without lymph node involvement: a case report

EnsembleSkinNet: a transfer learning-based framework for efficient skin cancer detection with explainable AI integration

The diagnostic value of CT-guided percutaneous lung biopsy in atypical pulmonary hamartoma and pulmonary sclerosing pneumocytoma

Correction: Opportunities and challenges of radiofrequency ablation for substernal goiter: a case report

Efficacy and safety of high-intensity focused ultrasound ablation under general anesthesia in older hepatocellular carcinoma patients