<italic>PatchLoc</italic>: Embedded Patch Localization Pretext Task for Tumor Segmentation in Medical Images

Supervised deep learning methods have produced state-of-the-art results with large labeled datasets. However, accessing large labeled datasets is difficult in medical image analysis because of a shortage of medical experts, expensive annotations, and privacy constraints in the healthcare domain. Sel...

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Bibliographic Details
Main Authors: Ramchandra Cheke, Ciaran Eising, Patrick Denny, Pepijn van de Ven
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/10528299/