Prediction of Seropositivity in Suspected Autoimmune Encephalitis by Use of Radiomics: A Radiological Proof-of-Concept Study

In this study, we sought to evaluate the capabilities of radiomics and machine learning in predicting seropositivity in patients with suspected autoimmune encephalitis (AE) from MR images obtained at symptom onset. In 83 patients diagnosed with AE between 2011 and 2022, manual bilateral segmentation...

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Detalhes bibliográficos

Principais autores:	Jacob Stake, Christine Spiekers, Burak Han Akkurt, Walter Heindel, Tobias Brix, Manoj Mannil, Manfred Musigmann
Formato:	Artigo
Idioma:	Inglês
Publicado em:	MDPI AG 2024-05-01
coleção:	Diagnostics
Assuntos:	autoimmune encephalitis seropositivity radiomics MRI machine learning automated machine learning (AutoML)
Acesso em linha:	https://www.mdpi.com/2075-4418/14/11/1070
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