More Birds in the Hand -Medical Image Segmentation using a Multi-Model Ensemble Framework
DOI:
https://doi.org/10.5617/nmi.9128Keywords:
medical image segmentation, polyp segmentation, instrument segmentation, model ensembleAbstract
In this paper, we introduce a multi-model ensemble framework for medical image segmentation. We first collect a set of state-of-the-art models in this field and further improve them through a series of architecture refinement moves and a set of specific training skills. We then integrate these fine-tuned models into a more powerful ensemble framework. Preliminary experiment results show that the proposed multi-model ensemble framework performs well under the given polyp and instrument datasets.
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Published
2021-11-01
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Section
NMI Challenge