Transparent Exploration of Machine Learning for Biomarker Discovery from Proteomics and Omics Data.

Torun, Furkan M; Virreira Winter, Sebastian; Doll, Sophia; Riese, Felix M; Vorobyev, Artem; Mueller-Reif, Johannes B; Geyer, Philipp E; Strauss, Maximilian T

Torun, Furkan M; Virreira Winter, Sebastian; Doll, Sophia; Riese, Felix M; Vorobyev, Artem; Mueller-Reif, Johannes B; Geyer, Philipp E; Strauss, Maximilian T.

Afiliação

Torun FM; OmicEra Diagnostics GmbH, 82152 Planegg, Germany.
Virreira Winter S; OmicEra Diagnostics GmbH, 82152 Planegg, Germany.
Doll S; OmicEra Diagnostics GmbH, 82152 Planegg, Germany.
Riese FM; OmicEra Diagnostics GmbH, 82152 Planegg, Germany.
Vorobyev A; OmicEra Diagnostics GmbH, 82152 Planegg, Germany.
Mueller-Reif JB; OmicEra Diagnostics GmbH, 82152 Planegg, Germany.
Geyer PE; OmicEra Diagnostics GmbH, 82152 Planegg, Germany.
Strauss MT; Novo Nordisk Foundation Center for Protein Research, University of Copenhagen, 2200 Copenhagen, Denmark.

J Proteome Res ; 22(2): 359-367, 2023 02 03.

Article em En | MEDLINE | ID: mdl-36426751

Assuntos

Ecossistema; Proteômica; Proteômica/métodos; Biomarcadores/análise; Algoritmos; Aprendizado de Máquina

Palavras-chave

diagnostics; machine learning; mass spectrometry; metabolome; omics; proteome; transcriptome

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Ecossistema / Proteômica Idioma: En Ano de publicação: 2023 Tipo de documento: Article

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