Enhancing Medical Image Classification through Transfer Learning and CLAHE Optimization.

Journal: Current medical imaging

Published Date: Jan 1, 2025

Abstract

INTRODUCTION: This paper examines the impact of transfer learning and CLAHE (Contrast Limited Adaptive Histogram Equalization) optimization on the classification of medical images, specifically brain images.

Authors

Kamal Halloum

Laboratory of Condensed Matter and Interdisciplinary Sciences, CNRST Labeled Research Unit, URL-CNRST, Faculty of Sciences, Mohammed V University in Rabat, Rabat, Morocco.
Hamid Ez-Zahraouy

Laboratory of Condensed Matter and Interdisciplinary Sciences, CNRST Labeled Research Unit, URL-CNRST, Faculty of Sciences, Mohammed V University in Rabat, Rabat, Morocco.

Keywords

Algorithms Brain Humans Image Processing, Computer-Assisted Machine Learning Magnetic Resonance Imaging

External Resources

View on PubMed Access via DOI PubMed (40259867)

Enhancing Medical Image Classification through Transfer Learning and CLAHE Optimization.

Abstract

Authors

Keywords

External Resources

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