A clinically practical machine learning nomogram for preoperative CLNM prediction in PTMC: tumor-capsule distance and D2-40 evidence.

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Title: A clinically practical machine learning nomogram for preoperative CLNM prediction in PTMC: tumor-capsule distance and D2-40 evidence.
Authors: Ling Z; Department of Breast and Thyroid Surgery, The First Affiliated Hospital of Wannan Medical University, Wuhu, Anhui, China., Wang X; Department of Breast and Thyroid Surgery, The First Affiliated Hospital of Wannan Medical University, Wuhu, Anhui, China., Wu L; Department of Breast and Thyroid Surgery, The First Affiliated Hospital of Wannan Medical University, Wuhu, Anhui, China., Chen B; Department of Breast and Thyroid Surgery, The First Affiliated Hospital of Wannan Medical University, Wuhu, Anhui, China., Wang Y; Department of Breast and Thyroid Surgery, The First Affiliated Hospital of Wannan Medical University, Wuhu, Anhui, China., Sha R; Department of Breast and Thyroid Surgery, The First Affiliated Hospital of Wannan Medical University, Wuhu, Anhui, China., Yu C; Department of Breast and Thyroid Surgery, The First Affiliated Hospital of Wannan Medical University, Wuhu, Anhui, China.
Source: Frontiers in oncology [Front Oncol] 2026 May 28; Vol. 16, pp. 1806758. Date of Electronic Publication: 2026 May 28 (Print Publication: 2026).
Publication Type: Journal Article
Journal Info: Publisher: Frontiers Research Foundation] Country of Publication: Switzerland NLM ID: 101568867 Publication Model: eCollection Cited Medium: Print ISSN: 2234-943X (Print) Linking ISSN: 2234943X NLM ISO Abbreviation: Front Oncol Subsets: PubMed not MEDLINE
Database: MEDLINE Ultimate
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ISSN:2234-943X
DOI:10.3389/fonc.2026.1806758