LLAMA: a robust and scalable machine learning pipeline for analysis of large scale 4D microscopy data: analysis of cell ruffles and filopodia.

Lefevre, James G; Koh, Yvette W H; Wall, Adam A; Condon, Nicholas D; Stow, Jennifer L; Hamilton, Nicholas A

Lefevre, James G; Koh, Yvette W H; Wall, Adam A; Condon, Nicholas D; Stow, Jennifer L; Hamilton, Nicholas A.

Afiliación

Lefevre JG; Institute for Molecular Bioscience, The University of Queensland, Brisbane, QLD, Australia.
Koh YWH; Institute for Molecular Bioscience, The University of Queensland, Brisbane, QLD, Australia.
Wall AA; Institute for Molecular Bioscience, The University of Queensland, Brisbane, QLD, Australia.
Condon ND; Institute for Molecular Bioscience, The University of Queensland, Brisbane, QLD, Australia.
Stow JL; Institute for Molecular Bioscience, The University of Queensland, Brisbane, QLD, Australia.
Hamilton NA; Institute for Molecular Bioscience, The University of Queensland, Brisbane, QLD, Australia. n.hamilton@imb.uq.edu.au.

BMC Bioinformatics ; 22(1): 410, 2021 Aug 19.

Article en En | MEDLINE | ID: mdl-34412593

Asunto(s)

Microscopía; Seudópodos; Algoritmos; Aprendizaje Automático; Macrófagos

Palabras clave

Filopodia; High performance computing; Machine learning; Macrophage; Object detection and tracking; Ruffles; Semantic segmentation

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Texto completo: 1 Base de datos: MEDLINE Asunto principal: Seudópodos / Microscopía Tipo de estudio: Prognostic_studies Idioma: En Revista: BMC Bioinformatics Asunto de la revista: INFORMATICA MEDICA Año: 2021 Tipo del documento: Article País de afiliación: Australia

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