Paper

Brain tumor segmentation using multi-scale attention U-Net with EfficientNetB4 encoder for enhanced MRI analysis

Published Mar 22, 2025 · Preetha R, Jasmine Pemeena Priyadarsini M, N. J. S.

Scientific Reports

Citations

Influential Citations

Abstract

Abstract hidden due to publisher request; this does not indicate any issues with the research. Click the full text link above to read the abstract and view the original source.

Study Snapshot

The proposed brain tumor segmentation framework, combining Multiscale Attention U-Net with EfficientNetB4, achieves 99.79% accuracy and low computational overhead, making it a valuable tool for clinical and research applications.

PopulationOlder adults (50-71 years)

Sample size24

MethodsObservational

OutcomesBody Mass Index projections

ResultsSocial networks mitigate obesity in older groups.

Brain tumor segmentation using multi-scale attention U-Net with EfficientNetB4 encoder for enhanced MRI analysis

References

Citations