Название: Machine Learning/Deep Learning in Medical Image Processing
Автор: Mizuho Nishio
Издательство: Mdpi AG
Год: 2021
Страниц: 134
Язык: английский
Формат: pdf (true)
Размер: 19.4 MB

Many recent studies on medical image processing have involved the use of Machine Learning (ML) and Deep Learning (DL). In ML, features are frequently extracted from medical images to aid in the interpretation of useful information. However, this process might hinder the images from being fully utilized. In contrast to ML, DL does not require such feature extractions. In fact, DL outperforms a combination of ML and feature extraction in computer vision. Therefore, DL has been used more frequently in recent medical image studies. This special issue, "Machine Learning/Deep Learning in Medical Image Processing", has been launched to provide an opportunity for researchers in the area of medical image processing to highlight recent developments made in their fields with ML/DL. Seven excellent papers that cover a wide variety of medical/clinical aspects are selected in this special issue.