Artificial intelligence-driven structurization of diagnostic information in free-text pathology reports
Pericles S Giannaris1, Zainab Al-Taie2, Mikhail Kovalenko1, Nattapon Thanintorn3, Olha Kholod1, Yulia Innokenteva4, Emily Coberly3, Shellaine Frazier3, Katsiarina Laziuk3, Mihail Popescu5, Chi-Ren Shyu6, Dong Xu7, Richard D Hammer8, Dmitriy Shin9
1 Institute for Data Science and Informatics, University of Missouri, Columbia, MO 65211; Department of Pathology and Anatomical Sciences, School of Medicine, University of Missouri, Columbia, MO 65212, United States 2 Institute for Data Science and Informatics, University of Missouri, Columbia, MO 65211, United States; Department of Computer Science, College of Science for Women, University of Baghdad, Baghdad, Iraq 3 Department of Pathology and Anatomical Sciences, School of Medicine, University of Missouri, Columbia, MO 65212, United States 4 Institute for Data Science and Informatics, University of Missouri, Columbia, MO 65211, United States 5 Department of Health Management and Informatics, School of Medicine, University of Missouri, Columbia, MO 65212; Institute for Data Science and Informatics, University of Missouri, Columbia, MO 65211; Department of Electrical Engineering and Computer Science, College of Engineering, University of Missouri, Columbia, MO 65211, United States 6 Institute for Data Science and Informatics; Department of Electrical Engineering and Computer Science, College of Engineering, University of Missouri, Columbia, MO 65211, United States 7 Department of Electrical Engineering and Computer Science, College of Engineering; Institute for Data Science and Informatics, University of Missouri, Columbia, MO 65211, United States 8 Department of Pathology and Anatomical Sciences, School of Medicine, University of Missouri, Columbia, MO 65212; Institute for Data Science and Informatics, University of Missouri, Columbia, MO 65211, United States 9 Department of Pathology and Anatomical Sciences, School of Medicine, University of Missouri, Columbia, MO 65212; Institute for Data Science and Informatics; Department of Electrical Engineering and Computer Science, College of Engineering, University of Missouri, Columbia, MO 65211, United States
Correspondence Address:
Dr. Dmitriy Shin Department of Pathology and Anatomical Sciences, School of Medicine, University of Missouri, Columbia, MO 65212 United States
 Source of Support: None, Conflict of Interest: None  | Check |
DOI: 10.4103/jpi.jpi_30_19
|