Self-mentoring: A new deep learning pipeline to train a self-supervised U-net for few-shot learning of bio-artificial capsule segmentation

Author:

Deleruyelle Arnaud,Versari Cristian,Klein JohnORCID

Publisher

Elsevier BV

Subject

Health Informatics,Computer Science Applications

Reference51 articles.

1. Characterization of capsule membrane properties using a microfluidic photolithographied channel: Consequences of tube non-squareness;Sévénié;Procedia IUTAM,2015

2. U-net: Convolutional networks for biomedical image segmentation;Ronneberger,2015

3. Capsule: a dataset for the segmentation of a transparent and deformable capsule;Salsac,2021

4. Segmentation and feature extraction in medical imaging: a systematic review;Chowdhary;Procedia Comput. Sci.,2020

5. Mean shift: A robust approach toward feature space analysis;Comaniciu;IEEE Trans. Pattern Anal. Mach. Intell.,2002

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