Diagnosis prediction of tumours of unknown origin using ImmunoGenius, a machine learning-based expert system for immunohistochemistry profile interpretation

Diagnosis prediction of tumours of unknown origin using ImmunoGenius, a machine learning-based expert system for immunohistochemistry profile interpretation

Abstract Background Immunohistochemistry (IHC) remains the gold standard for the diagnosis of pathological diseases. This technique has been supporting pathologists in making precise decisions regarding differential diagnosis and subtyping, and in creating personalized treatment plans. However, the...

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Bibliographic Details
Main Authors: Yosep Chong, Nishant Thakur, Ji Young Lee, Gyoyeon Hwang, Myungjin Choi, Yejin Kim, Hwanjo Yu, Mee Yon Cho
Format: Article
Language:English
Published: BMC 2021-03-01
Series:Diagnostic Pathology
Subjects:
Database
Expert system
Machine learning
Immunohistochemistry
Probabilistic decision tree
Online Access:https://doi.org/10.1186/s13000-021-01081-8

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