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Development and Validation of a Deep Learning Model for Earlier Detection of Cognitive Decline From Clinical Notes in Electronic Health Records.
JAMA Netw Open. 2021 Nov 1;4(11):e2135174. doi: 10.1001/jamanetworkopen.2021.35174.
JAMA Netw Open. 2021.
PMID: 34792589
Free PMC article.
Natural Language Processing to Identify Abnormal Breast, Lung, and Cervical Cancer Screening Test Results from Unstructured Reports to Support Timely Follow-up.
Diamond CJ, Laurentiev J, Yang J, Wint A, Harris KA, Dang TH, Mecker A, Carpenter EB, Tosteson AN, Wright A, Haas JS, Atlas SJ, Zhou L.
Diamond CJ, et al. Among authors: laurentiev j.
Stud Health Technol Inform. 2022 Jun 6;290:433-437. doi: 10.3233/SHTI220112.
Stud Health Technol Inform. 2022.
PMID: 35673051
Free PMC article.
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Looking Beyond Mortality Prediction: Primary Care Physician Views of Patients' Palliative Care Needs Predicted by a Machine Learning Tool.
Rotenstein L, Wang L, Zupanc S, Penumarthy A, Laurentiev J, Lamey J, Farah S, Lipsitz S, Jain N, Bates DW, Zhou L, Lakin J.
Rotenstein L, et al. Among authors: laurentiev j.
Appl Clin Inform. 2024 Apr 18. doi: 10.1055/a-2309-1599. Online ahead of print.
Appl Clin Inform. 2024.
PMID: 38636542
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Identifying Functional Status Impairment in People Living With Dementia Through Natural Language Processing of Clinical Documents: Cross-Sectional Study.
Laurentiev J, Kim DH, Mahesri M, Wang KY, Bessette LG, York C, Zakoul H, Lee SB, Zhou L, Lin KJ.
Laurentiev J, et al.
J Med Internet Res. 2024 Feb 13;26:e47739. doi: 10.2196/47739.
J Med Internet Res. 2024.
PMID: 38349732
Free PMC article.
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Testing of an Electronic Clinical Quality Measure for Diagnostic Delay of Venous Thromboembolism (DOVE) in Primary Care.
Dykes PC, Bowen M, Chang F, Chen J, Gray K, Laurentiev J, Liu L, Panta P, Sainlaire M, Song W, Syrowatka A, Thai T, Zhou L, Bates DW, Samal L, Lipsitz S.
Dykes PC, et al. Among authors: laurentiev j.
AMIA Annu Symp Proc. 2024 Jan 11;2023:339-348. eCollection 2023.
AMIA Annu Symp Proc. 2024.
PMID: 38222335
Free PMC article.
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