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2025	Development and validation of a machine learning model for central compartmental lymph node metastasis in solitary papillary thyroid microcarcinoma via ultrasound imaging features and clinical parameters BMC Medical Imaging Haiyang Han, Heng Sun, Chang Zhou, Li Wei, Liang Xu, Dian Shen, Wenshu Hu
2025	Preoperative circulating tumor cells level is associated with lymph node metastasis in patients with unifocal papillary thyroid carcinoma World Journal of Surgical Oncology Yihua Gu, Ming Yu, Jiaqin Deng, Yeqian Lai
2025	Positive preoperative circulating tumor cells level associated with lymph node metastasis in papillary thyroid carcinoma patients with capsular invasion World Journal of Surgical Oncology Ming Yu, Jiaqin Deng, Yihua Gu, Yeqian Lai, Zhijuan Zheng
2025	Development of a clinical-molecular prediction model for central lymph node metastasis in cN0 stage papillary thyroid microcarcinoma: a retrospective study BMC Cancer Jinqiu Wang, Weida Fu, Jin Luo, Mingze Wei, Yongping Dai
2025	Seq2Seq NETWORK FOR CERVICAL LYMPH NODE METASTASIS PREDICTION OF PAPILLARY THYROID CANCER Journal of Mechanics in Medicine and Biology LINPING WANG, BINGBING WANG, XINXIAN YE, JINXIONG HUANG, XIAOSHUANG CHEN, JING SHAO, LINLIN WU, HUIPIN CHEN, XIAODONG ZHANG
2025	Diagnostic performance of machine learning and deep learning algorithms for thyroid cancer metastasis: a systematic review and meta-analysis BMC Medical Informatics and Decision Making Mohammad Amouzadeh Lichahi, Saeed Anvari, Hossein Hemmati, Ervin Zadgari, Maryam Jafari, Seyedeh Mohadeseh Mosavi Mirkalaie, Mohaya Farzin, Amirhossein Larijani
2025	AI-based multimodal prediction of lymph node metastasis and capsular invasion in cT1N0M0 papillary thyroid carcinoma Frontiers in Endocrinology Xiaowei Peng, Peng Wu, Wu Li, Tao Ou-Yang, Shi Chu Tang, Shiwei Zhou, Hui Li, Xiaohua Song, Yulong Tang
2025	Additional diagnostic value of ratio indices of quantitative contrast-enhanced ultrasound parameters in small solid C-TIRADS 4 thyroid nodules Frontiers in Oncology Jiayi Xie, Wengang Liu, Jinguang Zhou, Ping Zhou