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Titel:

Automatic Quantification of Tumour Hypoxia from Multi-modal Microscopy Images using Weakly-Supervised Learning Methods

Dokumenttyp:
Zeitschriftenaufsatz
Autor(en):
Carneiro, G.; Peng, T.; Bayer, C.; Navab, N.
Abstract:
In recently published clinical trial results, hypoxia-modified therapies have shown to provide more positive outcomes to cancer patients, compared with standard cancer treatments. The development and validation of these hypoxia-modified therapies depend on an effective way of measuring tumour hypoxia, but a standardised measurement is currently unavailable in clinical practice. Different types of manual measurements have been proposed in clinical research, but in this paper we focus on a recentl...     »
Stichworte:
CAMP,TMI,MicroscopicImageAnalysis
Jahr:
2017
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