Expert-Level Immunofixation Electrophoresis Image Recognition based on Explainable and Generalizable Deep Learning.

BACKGROUND: Immunofixation electrophoresis (IFE) is important for diagnosis of plasma cell disorders (PCDs). Manual analysis of IFE images is time-consuming and potentially subjective. An artificial intelligence (AI) system for automatic and accurate IFE image recognition is desirable. METHODS: In t...

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Bibliographic Details
Published in:Clinical Chemistry Vol. 69; no. 2; pp. 130 - 140
Main Authors: Honghua Hu, Wei Xu, Ting Jiang, Yuheng Cheng, Xiaoyan Tao, Wenna Liu, Meiling Jian, Kang Li, Guotai Wang
Format: Journal Article
Published: Oxford University Press / USA Feb2023
Online Access:View this record in EBSCOhost