Improving deep-learning segmentation performance in 3D neuroimaging with minimal manual annotations

<p>One of the current challenges in applying machine learning to medical images is the difficulty in obtaining labelled training data. While medical images themselves are often available, generating high-quality training labels for them is time-consuming and often requires a trained clinician....

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Bibliographic Details
Main Author: Venturini, L
Other Authors: Papageorghiou, A
Format: Thesis
Language:English
Published: 2021
Subjects: