Xinpeng Song

MRI-based deep learning and radiomics for prediction of occult cervical lymph node metastasis and prognosis in early-stage oral and oropharyngeal squamous cell carcinoma: a diagnostic study

Tianjun Lan, Shijia Kuang, Peisheng Liang et al. · International Journal of Surgery · 2024 · 60 citations · Full text

PresRecST: a novel herbal prescription recommendation algorithm for real-world patients with integration of syndrome differentiation and treatment planning

Dong Xin, Chenxi Zhao, Xinpeng Song et al. · Journal of the American Medical Informatics Association · 2024 · 31 citations · Full text

TCM-FTP: Fine-Tuning Large Language Models for Herbal Prescription Prediction

Xingzhi Zhou, Dong Xin, Chunhao Li et al. · 2024 · 16 citations

PresRecRF: Herbal prescription recommendation via the representation fusion of large TCM semantics and molecular knowledge

Kuo Yang, Dong Xin, Shuhan Zhang et al. · Phytomedicine · 2024 · 12 citations

A decentralized federated learning-based cancer survival prediction method with privacy protection

Hua Chai, Yiqian Huang, Lekai Xu et al. · Heliyon · 2024 · 10 citations · Full text