Deep Learning Techniques for Medical Image Analysis

Zhuhuang Zhou

deep learning; neural network; medical image

In recent years, deep learning techniques have been widely used in medical image analysis. These techniques employ deep neural networks to automatically extract multi-level, multi-scale, abundant information (features) from image data, which is hard to achieve with conventional machine learning techniques, which use hand-crafted feature parameters, including supervised learning (with task-driven models), unsupervised or generative learning (with data-driven models), semi-supervised learning (wit

MDPI

2026

E book

PDF

978-3-7258-7764-5

Tài liệu từ nguồn mở: https://www.mdpi.com/books/reprint/12967-deep-learning-techniques-for-medical-image-analysis

Eng

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