Evaluating the Impact of Hyperparameters Using U-Net Networks with Transfer-Learning for Cerebellum Segmentation from Ultrasound Scans
Authors
Amisha Sakariya
amishasakariya.comtech23@scet.ac.in
Department of Computer Engineering, Sarvajanik College of Engineering and Technology, Gujarat, India
Jayesh Chaudhary
Department of Computer Engineering, Sarvajanik College of Engineering and Technology, Gujarat, India
Bhavesh Patel
Department of Computer Engineering, Sarvajanik College of Engineering and Technology, Gujarat, India
Jaydeep Barad
Department of Computer Engineering, Sarvajanik College of Engineering and Technology, Gujarat, India
DOI: https://doi.org/10.2478/cait-2026-0031 | Journal eISSN: 1314-4081 | Journal ISSN: 1311-9702 (formerly 1314-4081)
Language: English
Page range: 162 - 184
Submitted on: Mar 25, 2026
Accepted on: Jun 1, 2026
Published on: Sep 9, 2026
Published by: Bulgarian Academy of Sciences, Institute of Information and Communication Technologies
In partnership with: Paradigm Publishing Services
Keywords:
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© 2026 Amisha Sakariya, Jayesh Chaudhary, Bhavesh Patel, Jaydeep Barad, published by Bulgarian Academy of Sciences, Institute of Information and Communication Technologies
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.