Breast cancer outcome prediction with tumour tissue images and machine learning

PURPOSE: Recent advances in machine learning have enabled better understanding of large and complex visual data. Here, we aim to investigate patient outcome prediction with a machine learning method using only an image of tumour sample as an input. METHODS: Utilising tissue microarray (TMA) samples...

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Salvato in:
Dettagli Bibliografici
Pubblicato in:Breast Cancer Res Treat
Autori principali: Turkki, Riku, Byckhov, Dmitrii, Lundin, Mikael, Isola, Jorma, Nordling, Stig, Kovanen, Panu E., Verrill, Clare, von Smitten, Karl, Joensuu, Heikki, Lundin, Johan, Linder, Nina
Natura: Artigo
Lingua:Inglês
Pubblicazione: Springer US 2019
Soggetti:
Preclinical Study
Accesso online:https://ncbi.nlm.nih.gov/pmc/articles/PMC6647903/
https://ncbi.nlm.nih.gov/pubmed/31119567
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/s10549-019-05281-1
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