Learning to count biological structures with raters' uncertainty.

Ciampi, Luca; Carrara, Fabio; Totaro, Valentino; Mazziotti, Raffaele; Lupori, Leonardo; Santiago, Carlos; Amato, Giuseppe; Pizzorusso, Tommaso; Gennaro, Claudio

Ciampi, Luca; Carrara, Fabio; Totaro, Valentino; Mazziotti, Raffaele; Lupori, Leonardo; Santiago, Carlos; Amato, Giuseppe; Pizzorusso, Tommaso; Gennaro, Claudio.

Afiliação

Ciampi L; Institute of Information Science and Technologies (ISTI-CNR), Pisa, Italy. Electronic address: luca.ciampi@isti.cnr.it.
Carrara F; Institute of Information Science and Technologies (ISTI-CNR), Pisa, Italy. Electronic address: fabio.carrara@isti.cnr.it.
Totaro V; Institute of Neuroscience (IN-CNR), Pisa, Italy; BIO@SNS lab, Scuola Normale Superiore, Pisa, Italy.
Mazziotti R; Institute of Neuroscience (IN-CNR), Pisa, Italy; Department of Neuroscience, Psychology, Drug Research and Child Health (NEUROFARBA), University of Florence, Italy.
Lupori L; Institute of Neuroscience (IN-CNR), Pisa, Italy; BIO@SNS lab, Scuola Normale Superiore, Pisa, Italy.
Santiago C; Institute for Systems and Robotics (ISR/IST), Lisbon, Portugal.
Amato G; Institute of Information Science and Technologies (ISTI-CNR), Pisa, Italy.
Pizzorusso T; Institute of Neuroscience (IN-CNR), Pisa, Italy; BIO@SNS lab, Scuola Normale Superiore, Pisa, Italy.
Gennaro C; Institute of Information Science and Technologies (ISTI-CNR), Pisa, Italy.

Med Image Anal ; 80: 102500, 2022 08.

Article em En | MEDLINE | ID: mdl-35667329

Assuntos

Incerteza; Animais; Humanos; Camundongos

Palavras-chave

Automatic cell counting; Biomedical image analysis; Counting with uncertainty; Deep Learning; Microscopy images; Multi-rater data; Perineuronal nets

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Incerteza Tipo de estudo: Prognostic_studies Limite: Animals / Humans Idioma: En Revista: Med Image Anal Assunto da revista: DIAGNOSTICO POR IMAGEM Ano de publicação: 2022 Tipo de documento: Article

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