ORIGINAL RESEARCH
Accepted on 26 Aug 2025
Development and validation of machine learning-based MRI radiomics models for preoperative lymph node staging in T3 rectal cancer
doi 10.3389/fonc.2025.1610892
- Frontiers in Oncology
- Cancer Imaging and Image-directed Interventions
- Research Topics
- Radiomics and AI-Driven Deep Learning for Cancer Diagnosis and Treatment
Radiomics and AI-Driven Deep Learning for Cancer Diagnosis and Treatment
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Articles
ORIGINAL RESEARCH
Published on 21 Aug 2025
Prediction of bone oligometastases in breast cancer using models based on deep learning radiomics of PET/CT imaging
doi 10.3389/fonc.2025.1621677
- 504 views
ORIGINAL RESEARCH
Accepted on 18 Aug 2025
Predictive value of radiomics modelling based on dynamic and static 18 F-FDG PET/CT imaging for the differential diagnosis of lymph nodes in lung cancer
doi 10.3389/fonc.2025.1637366
- 153 views
ORIGINAL RESEARCH
Published on 14 Aug 2025
Validation of a deep learning–based AI system for HER2-targeted breast cancer assessment using ultrasound imaging in a clinical setting
doi 10.3389/fonc.2025.1639474
- 276 views
ORIGINAL RESEARCH
Accepted on 11 Aug 2025
Development of a radiomics and clinical feature-based nomogram for preoperative prediction of pathological grade in bladder cancer
doi 10.3389/fonc.2025.1661979
ORIGINAL RESEARCH
Accepted on 11 Aug 2025
Better Performance of Cerebral Blood Volume Images Synthesized from Arterial Spin Labeling and Standard MRI in Separating Glioblastoma Recurrence from Treatment Response than Arterial Spin Labeling
doi 10.3389/fonc.2025.1647254
- 165 views
ORIGINAL RESEARCH
Published on 06 Aug 2025
Automated interpretation of PD-L1 CPS based on multi-AI models integration strategy in gastric cancer
doi 10.3389/fimmu.2025.1614099
- 903 views
ORIGINAL RESEARCH
Published on 06 Aug 2025
Clinical-radiomics hybrid modeling outperforms conventional models: machine learning enhances stratification of adverse prognostic features in prostate cancer
doi 10.3389/fonc.2025.1625158
- 729 views
ORIGINAL RESEARCH
Published on 31 Jul 2025
Contrast-enhanced CT-based deep learning model assists in preoperative risk classification of thymic epithelial tumors
doi 10.3389/fonc.2025.1616816
- 673 views
ORIGINAL RESEARCH
Published on 18 Jul 2025
SMF-net: semantic-guided multimodal fusion network for precise pancreatic tumor segmentation in medical CT image
doi 10.3389/fonc.2025.1622426
- 1,014 views
ORIGINAL RESEARCH
Published on 10 Jul 2025
Amide proton transfer-weighted habitat radiomics: a superior approach for preoperative prediction of lymphovascular space invasion in cervical cancer
doi 10.3389/fonc.2025.1599522
- 912 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
doi 10.3389/fonc.2025.1607442
- 1,267 views
