Application of Interpretable Machine Learning Algorithm to Predict Lymph Node Metastasis in Cutaneous Malignant Melanoma
This study successfully established an accurate predictive model for lymph node metastasis in patients with CMM using machine learning techniques, offering a significant reference to aid clinician treatment decisions.
Authors
- Runze Mao (ORCID: https://orcid.org/0000-0002-1555-2436)
- Menglin Lu (ORCID: https://orcid.org/0000-0003-3758-6431)
- Wei Wei
- Peng Chen (ORCID: https://orcid.org/0000-0002-1536-4945)
- Dan Li (ORCID: https://orcid.org/0000-0002-9058-6150)
- Xinyue Wang (ORCID: https://orcid.org/0009-0005-3851-5768)
- Wentao Liu (ORCID: https://orcid.org/0000-0002-2123-3247)
- Xiao Shen (ORCID: https://orcid.org/0000-0003-0937-049X)
Institutions
- Xinjiang Medical University (CN)
- The Affiliated Yongchuan Hospital of Chongqing Medical University (CN)
- Chongqing Medical University (CN)
Publication Details
- Journal
- Dermatology
- Published
- 2025-04-21
- DOI
- https://doi.org/10.1159/000545959
- Primary Topic
- Cutaneous Melanoma Detection and Management
- Type
- article
- Field-Weighted Citation Impact
- 0.00