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How to evaluate deep learning for cancer diagnostics – factors and recommendations

The large volume of data used in cancer diagnosis presents a unique opportunity for deep learning algorithms, which improve in predictive performance with increasing data. When applying deep learning to cancer diagnosis, the goal is often to learn how to classify an input sample (such as images or b...

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Bibliographische Detailangaben
Veröffentlicht in:Biochim Biophys Acta Rev Cancer
Hauptverfasser: Daneshjou, Roxana, He, Bryan, Ouyang, David, Zou, James
Format: Artigo
Sprache:Inglês
Veröffentlicht: 2021
Schlagworte:
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC8068597/
https://ncbi.nlm.nih.gov/pubmed/33513392
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.bbcan.2021.188515
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