Two-Dimensional and Three-Dimensional Time-of-Flight Secondary Ion Mass Spectrometry Image Feature Extraction Using a Spatially Aware Convolutional Autoencoder.

Gardner, Wil; Winkler, David A; Cutts, Suzanne M; Torney, Steven A; Pietersz, Geoffrey A; Muir, Benjamin W; Pigram, Paul J

Gardner, Wil; Winkler, David A; Cutts, Suzanne M; Torney, Steven A; Pietersz, Geoffrey A; Muir, Benjamin W; Pigram, Paul J.

Afiliação

Gardner W; Centre for Materials and Surface Science and Department of Chemistry and Physics, La Trobe University, Bundoora, Victoria 3086, Australia.
Winkler DA; La Trobe Institute for Molecular Sciences, La Trobe University, Bundoora, Victoria 3086, Australia.
Cutts SM; CSIRO Manufacturing, Clayton, Victoria 3168, Australia.
Torney SA; La Trobe Institute for Molecular Sciences, La Trobe University, Bundoora, Victoria 3086, Australia.
Pietersz GA; Monash Institute of Pharmaceutical Sciences, Monash University, Parkville, Victoria 3052, Australia.
Muir BW; School of Pharmacy, University of Nottingham, Nottingham NG7 2RD, U.K.
Pigram PJ; La Trobe Institute for Molecular Sciences, La Trobe University, Bundoora, Victoria 3086, Australia.

Anal Chem ; 94(22): 7804-7813, 2022 06 07.

Article em En | MEDLINE | ID: mdl-35616489

Assuntos

Redes Neurais de Computação; Espectrometria de Massa de Íon Secundário; Algoritmos; Análise de Componente Principal; Espectrometria de Massa de Íon Secundário/métodos

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Redes Neurais de Computação / Espectrometria de Massa de Íon Secundário Tipo de estudo: Prognostic_studies Idioma: En Revista: Anal Chem Ano de publicação: 2022 Tipo de documento: Article

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