BlobCUT: A Contrastive Learning Method to Support Small Blob Detection in Medical Imaging

Medical imaging-based biomarkers derived from small objects (e.g., cell nuclei) play a crucial role in medical applications. However, detecting and segmenting small objects (a.k.a. blobs) remains a challenging task. In this research, we propose a novel 3D small blob detector called BlobCUT. BlobCUT...

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Bibliographic Details
Main Authors: Teng Li, Yanzhe Xu, Teresa Wu, Jennifer R. Charlton, Kevin M. Bennett, Firas Al-Hindawi
Format: Article
Language:English
Published: MDPI AG 2023-11-01
Series:Bioengineering
Subjects:
Online Access:https://www.mdpi.com/2306-5354/10/12/1372