A machine-learning expert-supporting system for diagnosis prediction of lymphoid neoplasms using a probabilistic decision-tree algorithm and immunohistochemistry profile database

A machine-learning expert-supporting system for diagnosis prediction of lymphoid neoplasms using a probabilistic decision-tree algorithm and immunohistochemistry profile database

Background Immunohistochemistry (IHC) has played an essential role in the diagnosis of hematolymphoid neoplasms. However, IHC interpretations can be challenging in daily practice, and exponentially expanding volumes of IHC data are making the task increasingly difficult. We therefore developed a mac...

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Bibliographic Details
Main Authors: Yosep Chong, Ji Young Lee, Yejin Kim, Jingyun Choi, Hwanjo Yu, Gyeongsin Park, Mee Yon Cho, Nishant Thakur
Format: Article
Language:English
Published: Korean Society of Pathologists & the Korean Society for Cytopathology 2020-11-01
Series:Journal of Pathology and Translational Medicine
Subjects:
database
expert-supporting system
machine learning
immunohistochemistry
probabilistic decision tree
Online Access:http://www.jpatholtm.org/upload/pdf/jptm-2020-07-11.pdf

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