Novel multiclass classification machine learning approach for the early-stage classification of systemic autoimmune rheumatic diseases

Novel multiclass classification machine learning approach for the early-stage classification of systemic autoimmune rheumatic diseases

Objective Systemic autoimmune rheumatic diseases (SARDs) encompass a diverse group of complex conditions with overlapping clinical features, making accurate diagnosis challenging. This study aims to develop a multiclass machine learning (ML) model for early-stage SARDs classification using accessibl...

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Bibliographic Details
Main Authors: Feng Wang, Ting Wang, Wei Wei, Yun Wang, Xu Yuan, Renren Ouyang, Rujia Chen, Hongyan Hou, Shiji Wu
Format: Article
Language:English
Published: BMJ Publishing Group 2024-05-01
Series:Lupus Science and Medicine
Online Access:https://lupus.bmj.com/content/11/1/e001125.full
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