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ORCIDJoshua C. Smith
Person information
- affiliation: Vanderbilt University, School of Medicine, Department of Biomedical Informatics, Nashville, TN, USA
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Journal Articles
- 2024
[j7]Joshua C. Smith, Brian D. Williamson, David J. Cronkite, Daniel Park, Jill M. Whitaker, Michael F. McLemore, Joshua Osmanski, Robert Winter, Arvind Ramaprasan, Ann Kelley, Mary Shea, Saranrat Wittayanukorn, Danijela Stojanovic, Yueqin Zhao, Sengwee Toh, Kevin B. Johnson, David Aronoff, David S. Carrell
:
Data-driven automated classification algorithms for acute health conditions: applying PheNorm to COVID-19 disease. J. Am. Medical Informatics Assoc. 31(3): 574-582 (2024)- 2022
- [j6]Genevieve B. Melton, James J. Cimino, Christoph U. Lehmann, Patricia Sengstack, Joshua C. Smith, William M. Tierney, Randolph A. Miller:
Do electronic health record systems "dumb down" clinicians? J. Am. Medical Informatics Assoc. 30(1): 172-177 (2022) - [j5]Yu Deng, Jennifer A. Pacheco, Anika S. Ghosh, Anh H. Chung, Chengsheng Mao, Joshua C. Smith, Juan Zhao, Wei-Qi Wei, April Barnado, Chad Dorn, Chunhua Weng, Cong Liu, Adam Cordon, Jingzhi Yu, Yacob Tedla, Abel Kho, Rosalind Ramsey-Goldman, Theresa Walunas, Yuan Luo:
Natural language processing to identify lupus nephritis phenotype in electronic health records. BMC Medical Informatics Decis. Mak. 22-S(2): 348 (2022) - 2021
- [j4]Sarah DeLozier, Peter Speltz, Jason Brito, Leigh Anne Tang, Janey Wang, Joshua C. Smith, Dario A. Giuse, Elizabeth Phillips, Kristina Williams, T. Stephen Strickland, Giovanni Davogustto, Dan M. Roden, Joshua C. Denny:
Real-time clinical note monitoring to detect conditions for rapid follow-up: A case study of clinical trial enrollment in drug-induced torsades de pointes and Stevens-Johnson syndrome. J. Am. Medical Informatics Assoc. 28(1): 126-131 (2021) - [j3]Juan Zhao, Monika E. Grabowska, Vern Eric Kerchberger, Joshua C. Smith, H. Nur Eken, QiPing Feng, Josh F. Peterson, S. Trent Rosenbloom, Kevin B. Johnson, Wei-Qi Wei:
ConceptWAS: A high-throughput method for early identification of COVID-19 presenting symptoms and characteristics from clinical notes. J. Biomed. Informatics 117: 103748 (2021) - 2018
- [j2]Joshua C. Smith, Qingxia Chen, Joshua C. Denny, Dan M. Roden, Kevin B. Johnson, Randolph A. Miller:
Evaluation of a Novel System to Enhance Clinicians' Recognition of Preadmission Adverse Drug Reactions. Appl. Clin. Inform. 09(02): 313-325 (2018) - 2013
- [j1]Ravi V. Atreya, Joshua C. Smith, Allison B. McCoy, Bradley A. Malin, Randolph A. Miller:
Reducing patient re-identification risk for laboratory results within research datasets. J. Am. Medical Informatics Assoc. 20(1): 95-101 (2013)
Conference and Workshop Papers
- 2022
- [c5]Joshua C. Smith, Daniel Park, Jill Whitaker Bey, Michael F. McLemore, Elizabeth Hanchrow, Dax Westerman, Joshua Osmanski, Robert Winter, Arvind Ramaprasan, Ann Kelley, Mary Shea, David J. Cronkite, Saranrat Wittayanukorn, Danijela Stojanovic, Yueqin Zhao, Darren Toh, Kevin B. Johnson, David Aronoff, David Carrell:
Data-driven automated classification algorithms for acute health conditions: Applying PheNorm to COVID-19 disease. AMIA 2022 - 2021
- [c4]Joshua C. Smith, Allison B. McCoy, John A. Morris, Asli Weitkamp:
Predictive Model for Inpatient Mortality. AMIA 2021 - 2020
- [c3]Sarah DeLozier, Peter Speltz, Jason Brito, Leigh Anne Tang, Janey Wang, Joshua C. Smith, Dario A. Giuse, Elizabeth Phillips, Kristina Williams, Teresa Strickland, Giovanni Davogustto, Dan M. Roden, Joshua C. Denny:
Real-time Clinical Note Monitoring to Detect Conditions for Follow-up: a Case Study of Clinical Trial Enrollment in Drug-induced Torsades de Pointes and Stevens-Johnson Syndrome. AMIA 2020 - [c2]Joshua C. Smith, Ashley Spann, Allison B. McCoy, Jakobi A. Johnson, Donald H. Arnold, Derek J. Williams, Asli Weitkamp:
Natural Language Processing and Machine Learning to Enable Clinical Decision Support for Treatment of Pediatric Pneumonia. AMIA 2020 - 2014
- [c1]Pedro L. Teixeira, Robert J. Carroll, Lisa Bastarache, Peter Speltz, Joshua C. Smith, Joshua C. Denny:
Phenome-Wide Association Studies Using NLP-Derived Concepts. AMIA 2014
Informal and Other Publications
- 2021
- [i1]Yu Deng, Jennifer A. Pacheco, Anh H. Chung, Chengsheng Mao, Joshua C. Smith, Juan Zhao, Wei-Qi Wei, April Barnado, Chunhua Weng, Cong Liu, Adam Cordon, Jingzhi Yu, Yacob Tedla, Abel N. Kho, Rosalind Ramsey-Goldman, Theresa Walunas, Yuan Luo:
Natural language processing to identify lupus nephritis phenotype in electronic health records. CoRR abs/2112.10821 (2021)
Coauthor Index
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