MINI REVIEW
Published on 17 Dec 2025
The place of advanced machine learning techniques in building pancreatic adenocarcinoma survival and recurrence prognosis models
doi 10.3389/fonc.2025.1727806
- 1,048 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 04 Dec 2025
Deep learning models for cervical cancer subtyping using whole slide images
doi 10.3389/fonc.2025.1574639
- 1,231 views
SYSTEMATIC REVIEW
Published on 19 Nov 2025
Risk factors and early prediction of pancreatic cancer among patients with diabetes mellitus: a systematic review and meta-analysis
doi 10.3389/fendo.2025.1698850
- 1,751 views
CORRECTION
Published on 21 Oct 2025
Correction: Evaluation of recent lightweight deep learning architectures for lung cancer CT classification
doi 10.3389/fonc.2025.1715188
- 501 views
ORIGINAL RESEARCH
Published on 06 Oct 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
- 1,257 views
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
- 1,812 views
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
- 1,096 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
- 1,746 views
- 1 citation
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
- 1,750 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
- 2,336 views
- 3 citations
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
- 2,094 views
- 1 citation
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
- 2,075 views
- 2 citations
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