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Title:

Sequential Models for Endoluminal Image Classification

Document type:
Zeitschriftenaufsatz
Author(s):
Reuss, Joana; Pascual, Guillem; Wenzek, Hagen; Seguí, Santi
Abstract:
Wireless Capsule Endoscopy (WCE) is a procedure to examine the human digestive system for potential mucosal polyps, tumours, or bleedings using an encapsulated camera. This work focuses on polyp detection within WCE videos through Machine Learning. When using Machine Learning in the medical field, scarce and unbalanced datasets often make it hard to receive a satisfying performance. We claim that using Sequential Models in order to take the temporal nature of the data into account improves the p...     »
Journal title:
Diagnostics
Year:
2022
Journal volume:
12
Year / month:
2022-02
Journal issue:
2
Fulltext / DOI:
doi:10.3390/diagnostics12020501
WWW:
https://www.mdpi.com/2075-4418/12/2/501
Print-ISSN:
2075-4418
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