ORIGINAL RESEARCH
Published on 30 Sep 2025
Detection of acute myeloid leukemia and remission states using heterogeneous flow cytometry data
doi 10.3389/fonc.2025.1638074
- 695 views
- Frontiers in Oncology
- Cancer Epidemiology and Prevention
- Research Topics
- Advanced Machine Learning Techniques in Cancer Prognosis and Screening
Advanced Machine Learning Techniques in Cancer Prognosis and Screening
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Articles
ORIGINAL RESEARCH
Published on 26 Sep 2025
A novel bivariate nomogram for predicting sequela vaginal lesions after surgery in patients with HPV-associated cervical cancer
doi 10.3389/fonc.2025.1587520
- 377 views
ORIGINAL RESEARCH
Published on 23 Sep 2025
Identifying clinically relevant findings in breast cancer using deep learning and feature attribution on local views from high-resolution mammography
doi 10.3389/fonc.2025.1601929
- 652 views
ORIGINAL RESEARCH
Accepted on 22 Sep 2025
Development of a weighted Alpha-Fetoprotein tumor burden score-integrated nomogram for predicting overall survival in locally ablated hepatocellular carcinoma patients
doi 10.3389/fonc.2025.1660569
- 418 views
ORIGINAL RESEARCH
Published on 19 Sep 2025
Evaluation of recent lightweight deep learning architectures for lung cancer CT classification
doi 10.3389/fonc.2025.1647701
- 876 views
ORIGINAL RESEARCH
Published on 15 Sep 2025
Comparative analysis of machine learning techniques on the BraTS dataset for brain tumor classification
doi 10.3389/fonc.2025.1596718
- 1,120 views
METHODS
Published on 12 Sep 2025
Leveraging deep learning for early detection of cervical cancer and dysplasia in China using U-NET++ and RepVGG networks
doi 10.3389/fonc.2025.1624111
- 807 views
ORIGINAL RESEARCH
Published on 17 Jul 2025
Population-based colorectal cancer risk prediction using a SHAP-enhanced LightGBM model
doi 10.3389/fonc.2025.1575844
- 1,290 views
ORIGINAL RESEARCH
Published on 16 Jul 2025
Integrated multi-omics and machine learning reveal an immunogenic cell death-related signature for prognostic stratification and therapeutic optimization in colorectal cancer
doi 10.3389/fimmu.2025.1606874
- 2,303 views
ORIGINAL RESEARCH
Published on 26 Jun 2025
Predicting the efficacy of chemoradiotherapy in advanced nasopharyngeal carcinoma patients: an MRI radiomics and machine learning approach
doi 10.3389/fonc.2025.1554899
- 924 views
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