Effective data selection via deep learning processes and corresponding learning strategies in ultrasound image classification
Abstract In this study, we propose a novel approach to enhancing transfer learning by optimizing data selection through deep learning techniques and corresponding innovative learning strategies. This method is particularly beneficial when the available dataset has reached its limit and cannot be fur...
Saved in:
| Main Authors: | Hyunju Lee, Jin Young Kwak, Eunjung Lee |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Nature Portfolio
2025-05-01
|
| Series: | Scientific Reports |
| Subjects: | |
| Online Access: | https://doi.org/10.1038/s41598-025-00416-5 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
-
TRUE CROSSING SELECTION OF BEARINGS BY REPLACEMENT METHOD IN TRIANGULATION TASK SOLUTION
by: U. A. Aparovich, et al.
Published: (2019-06-01) -
Enhancing Supplier Selection for Sustainable Raw Materials: A Comprehensive Analysis Using Analytical Network Process (ANP) and TOPSIS Methods
by: Ilyas Masudin, et al.
Published: (2024-07-01) -
Effect of interacting minds on response criterion in two person perceptual decision making
by: Tatsuru Kawachi, et al.
Published: (2025-07-01) -
When to select two-level modified pedicle subtraction osteotomy in severe kyphosis secondary to ankylosing spondylitis?
by: Jianzhou Luo, et al.
Published: (2025-08-01) -
A selection mechanism using multi-criteria evaluation and hierarhical classifying tree for resume data processing
by: O. V. German, et al.
Published: (2021-08-01)