منابع مشابه
Pixel-Based Machine Learning in Medical Imaging
Machine learning (ML) plays an important role in the medical imaging field, including medical image analysis and computer-aided diagnosis, because objects such as lesions and organs may not be represented accurately by a simple equation; thus, medical pattern recognition essentially require "learning from examples." One of the most popular uses of ML is classification of objects such as lesions...
متن کاملMachine Learning in Multimodal Medical Imaging
1Shaanxi Key Lab of Speech & Image Information Processing (SAIIP), School of Computer Science, Northwestern Polytechnical University, Xi’an 710072, China 2School of Computer Science and Engineering, Nanjing University of Science and Technology, Nanjing 210094, China 3Faculty of Computational Mathematics & Cybernetics, Lomonosov Moscow State University, Moscow, Russia 4Berkeley Biomedical Data S...
متن کاملMachine Learning for Medical Applications
Machine learning (ML) has been well recognized as an effective tool for researchers to handle the problems in signal and image processing.Machine learning is capable of offering automatic learning techniques to excerpt common patterns from empirical data and then make sophisticated decisions, based on the learned behaviors. Medicine has a large dimensionality of data and the medical application...
متن کاملMachine learning for medical applications
Machine learning has been well applied and recognized as an effective tool to handle a wide range of real situations, including medical applications. In this scenario, it can help to alleviate problems typically suffered by researchers in this field, such as saving time for practitioners and providing unbiased results. This tutorial is concerned with the use of machine learning techniques to so...
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ژورنال
عنوان ژورنال: RadioGraphics
سال: 2017
ISSN: 0271-5333,1527-1323
DOI: 10.1148/rg.2017160130