<HashMap><database>biostudies-literature</database><scores/><additional><omics_type>Unknown</omics_type><volume>14(1)</volume><submitter>Gong T</submitter><funding>Shanghai Clinical Research Project of Shanghai Shenkang Hospital Development Center</funding><funding>Beijing Xisike Clinical Oncology Research Foundation</funding><funding>Innovation Program of STCSM Shanghai Science and Technology Committee</funding><funding>National Natural Science Foundation of China</funding><journal>Biomarker research</journal><pagination>15</pagination><full_dataset_link>https://www.ebi.ac.uk/biostudies/studies/S-EPMC12809902</full_dataset_link><repository>biostudies-literature</repository><pubmed_title>Machine learning-driven proteomics classifier deciphers tumor origins of primary and metastatic squamous cell carcinomas.</pubmed_title><pmcid>PMC12809902</pmcid><funding_grant_id>Young2023-0023</funding_grant_id><funding_grant_id>82573699</funding_grant_id><funding_grant_id>SHDC2020CR4068</funding_grant_id><funding_grant_id>82272626</funding_grant_id><funding_grant_id>20Z11900300</funding_grant_id><pubmed_authors>Wong SI</pubmed_authors><pubmed_authors>Gong T</pubmed_authors><pubmed_authors>Luo Z</pubmed_authors><pubmed_authors>Qin J</pubmed_authors><pubmed_authors>Qin W</pubmed_authors><pubmed_authors>Chio CF</pubmed_authors><pubmed_authors>Hou Y</pubmed_authors><pubmed_authors>Wang J</pubmed_authors><pubmed_authors>Liu Z</pubmed_authors><pubmed_authors>Qu N</pubmed_authors><pubmed_authors>Wang Q</pubmed_authors><pubmed_authors>Wang W</pubmed_authors><pubmed_authors>Ren M</pubmed_authors><pubmed_authors>Deng Y</pubmed_authors><pubmed_authors>Tao K</pubmed_authors><pubmed_authors>Xu M</pubmed_authors><pubmed_authors>Gu Y</pubmed_authors><pubmed_authors>Zhou X</pubmed_authors><pubmed_authors>Lao IW</pubmed_authors><pubmed_authors>Li W</pubmed_authors><pubmed_authors>Yang X</pubmed_authors><pubmed_authors>Li Y</pubmed_authors><pubmed_authors>Ni X</pubmed_authors><pubmed_authors>Zhang X</pubmed_authors><pubmed_authors>Qin G</pubmed_authors><pubmed_authors>Xu Y</pubmed_authors></additional><is_claimable>false</is_claimable><name>Machine learning-driven proteomics classifier deciphers tumor origins of primary and metastatic squamous cell carcinomas.</name><description/><dates><release>2026-01-01T00:00:00Z</release><publication>2026 Jan</publication><modification>2026-06-06T14:01:13.811Z</modification><creation>2026-05-31T03:10:13.831Z</creation></dates><accession>S-EPMC12809902</accession><cross_references><pubmed>41514380</pubmed><doi>10.1186/s40364-025-00885-w</doi></cross_references></HashMap>