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Titel:

Sequential Models for Endoluminal Image Classification

Dokumenttyp:
Zeitschriftenaufsatz
Autor(en):
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...     »
Zeitschriftentitel:
Diagnostics
Jahr:
2022
Band / Volume:
12
Jahr / Monat:
2022-02
Heft / Issue:
2
Volltext / DOI:
doi:10.3390/diagnostics12020501
WWW:
https://www.mdpi.com/2075-4418/12/2/501
Print-ISSN:
2075-4418
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