Machine learning model for predicting regional lymph node metastasis in acral melanoma

Development and internal validation of machine learning models for predicting lymph node metastasis in cutaneous head and neck melanoma
Bingyu Cheng, Jianqun Yu, Qiang Ji
Translational cancer research26 Aug 2026Peer-reviewedCC BY-NC-NDFull textGeneral medicineEurope PMC
Machine learning based regulatory T cells related gene signature for predicting the clinical outcome and immunotherapy benefits in skin cutaneous melanoma
Yuzhi Zheng, Xinnuo Chen, Zijian Wu +2
Scientific Reports6 Oct 2026Peer-reviewedCC BY-NC-ND 4.0Full textOncologyCrossref
Definitive Hypofractionated Radiotherapy in Elderly Patients With Non-melanoma Skin Cancer: Predicting Complete Response Using a Machine Learning-based Approach
FRANCESCA DE FELICE, LAVINIA SPINELLI, PAOLA CRITELLI +6
In Vivo29 Oct 2026Peer-reviewedCC BY-NC-ND 4.0Full textEpidemiology & public healthPMC
Absence of Viable Tumor Cells in Macroscopically Pigmented Regional Lymph Nodes after Immune Checkpoint Inhibitor Therapy in Duodenal Metastasis of Cutaneous Melanoma: A Case Report.
Ryota Unno, Yoshihiro Shirai, Yoshimasa Nobeyama +8
Surgical case reports27 Oct 2026Peer-reviewedCC BYFull textOncologyEurope PMCPMC
Predicting lymph node metastasis in non-small cell lung cancer using clinical and PET/CT-derived morphological features: An interpretable machine-learning study
Yunchao Xu, Jiajun Hao, Yujiao Dou +1
PLOS One15 Oct 2026Peer-reviewedCC BY 4.0Full textMedical imaging & radiology OncologyPLOS

Cite

BibTeX

@article{zhuang2026machine,
  title = {{Machine learning model for predicting regional lymph node metastasis in acral melanoma}},
  author = {Yong Zhuang and Daojia Liu and Xiaohong Deng and Jing Lin and Xianyi Wu},
  journal = {Scientific Reports},
  year = {2026},
  month = oct,
  doi = {10.1038/s41598-026-76972-1},
  url = {https://www.nature.com/articles/s41598-026-76972-1},
  note = {CC BY-NC-ND 4.0},
}

RIS

TY  - JOUR
TI  - Machine learning model for predicting regional lymph node metastasis in acral melanoma
AU  - Yong Zhuang
AU  - Daojia Liu
AU  - Xiaohong Deng
AU  - Jing Lin
AU  - Xianyi Wu
PY  - 2026
DA  - 2026/10/26
JO  - Scientific Reports
DO  - 10.1038/s41598-026-76972-1
UR  - https://www.nature.com/articles/s41598-026-76972-1
SN  - 2045-2322
ER  -

Related

Cite