A Review: Medical Image Analysis Using Deep Learning Models
Priya Shrivastava, Dilip Kumar Sharma · 2023
The aim of medical image analysis is to enhance the effectiveness of clinical research and treatment approaches. Deep learning has brought about a transformation in medical image analysis, delivering remarkable outcomes across various image-processing tasks, including preprocessing, segmentation, feature extraction, and classification. The deep learning technique observed a valuable hidden pattern in images which is supported for better diagnostic perfection. Multiple deep-learning methods have been introduced to medical image analysis and classification. This paper offers an overview of recent developments in utilizing deep-learning techniques for medical image analysis. First, we begin with the medical image analysis tasks and give the overview of the pre-trained model that aims to improve the performance of Deep neural networks second, we explore the current survey paper of deep learning models in different medical image analysis tasks across a range of modalities.