Generalized ComBat harmonization methods for radiomic features with multi-modal distributions and multiple batch effects.

Horng, Hannah; Singh, Apurva; Yousefi, Bardia; Cohen, Eric A; Haghighi, Babak; Katz, Sharyn; Noël, Peter B; Shinohara, Russell T; Kontos, Despina

Horng, Hannah; Singh, Apurva; Yousefi, Bardia; Cohen, Eric A; Haghighi, Babak; Katz, Sharyn; Noël, Peter B; Shinohara, Russell T; Kontos, Despina.

Afiliación

Horng H; Department of Bioengineering, University of Pennsylvania, Philadelphia, PA, 19104, USA.
Singh A; Department of Radiology, Center for Biomedical Image Computing and Analysis (CBICA), University of Pennsylvania, Philadelphia, PA, 19104, USA.
Yousefi B; Department of Radiology, Center for Biomedical Image Computing and Analysis (CBICA), University of Pennsylvania, Philadelphia, PA, 19104, USA.
Cohen EA; Department of Radiology, Center for Biomedical Image Computing and Analysis (CBICA), University of Pennsylvania, Philadelphia, PA, 19104, USA.
Haghighi B; Department of Radiology, Center for Biomedical Image Computing and Analysis (CBICA), University of Pennsylvania, Philadelphia, PA, 19104, USA.
Katz S; Department of Radiology, Center for Biomedical Image Computing and Analysis (CBICA), University of Pennsylvania, Philadelphia, PA, 19104, USA.
Noël PB; Laboratory for Advanced Computed Tomography Imaging, Department of Radiology, University of Pennsylvania, Philadelphia, PA, 19104, USA.
Shinohara RT; Penn Statistics in Imaging and Visualization Endeavor (PennSIVE), Department of Biostatistics, Epidemiology and Informatics, University of Pennsylvania, Philadelphia, PA, 19104, USA. Russell.Shinohara@pennmedicine.upenn.edu.
Kontos D; Department of Radiology, Center for Biomedical Image Computing and Analysis (CBICA), University of Pennsylvania, Philadelphia, PA, 19104, USA. Despina.Kontos@pennmedicine.upenn.edu.

Sci Rep ; 12(1): 4493, 2022 03 16.

Article en En | MEDLINE | ID: mdl-35296726

Asunto(s)

Tomografía Computarizada por Rayos X

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Texto completo: 1 Colección: 01-internacional Base de datos: MEDLINE Asunto principal: Tomografía Computarizada por Rayos X Tipo de estudio: Prognostic_studies Idioma: En Revista: Sci Rep Año: 2022 Tipo del documento: Article País de afiliación: Estados Unidos Pais de publicación: Reino Unido

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