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Longitudinal Masked Representation Learning for Pulmonary Nodule Diagnosis from Language Embedded EHRs.

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第一作者： Thomas Z,Li

第一单位： Department of Biomedical Engineering, Vanderbilt University, Nashville, TN.;Medical Scientist Training Program, Vanderbilt University, Nashville, TN.

作者： Thomas Z,Li ^[1] ; John M,Still ^[2] ; Lianrui,Zuo ^[3] ; Yihao,Liu ^[3] ; Aravind R,Krishnan ^[3] ; Kim L,Sandler ^[4] ; Fabien,Maldonado ^[5] ; Thomas A,Lasko ^[2] ; Bennett A,Landman ^[6]

作者单位： Department of Biomedical Engineering, Vanderbilt University, Nashville, TN.;Medical Scientist Training Program, Vanderbilt University, Nashville, TN. ^[1] Department of Biomedical Informatics, Vanderbilt University, Nashville, TN. ^[2] Department of Electrical and Computer Engineering, Vanderbilt University, Nashville, TN. ^[3] Department of Radiology and Radiological Sciences, Vanderbilt University Medical Center, Nashville, TN. ^[4] Department of Medicine, Vanderbilt University Medical Center, Nashville, TN. ^[5] Department of Biomedical Engineering, Vanderbilt University, Nashville, TN.;Department of Biomedical Informatics, Vanderbilt University, Nashville, TN.;Department of Electrical and Computer Engineering, Vanderbilt University, Nashville, TN.;Department of Radiology and Radiological Sciences, Vanderbilt University Medical Center, Nashville, TN. ^[6]

DOI 10.1101/2025.05.09.25327341

PMID 40385386

发布时间 2025-05-23

基金项目

F30 CA275020/CA/NCI NIH HHS/United States R01 CA253923/CA/NCI NIH HHS/United States UL1 TR002243/TR/NCATS NIH HHS/United States U01 CA152662/CA/NCI NIH HHS/United States T32 EB021937/EB/NIBIB NIH HHS/United States

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Longitudinal Masked Representation Learning for Pulmonary Nodule Diagnosis from Language Embedded EHRs.

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