关键词: Image features Modelling Quantitative imaging Radiomics Response Segmentation Textural

Mesh : Humans Image Processing, Computer-Assisted Oncology Nursing Radiology

来  源:   DOI:10.1016/j.ejmp.2017.05.071   PDF(Sci-hub)

Abstract:
The domain of investigation of radiomics consists of large-scale radiological image analysis and association with biological or clinical endpoints. The purpose of the present study is to provide a recent update on the status of this rapidly emerging field by performing a systematic review of the literature on radiomics, with a primary focus on oncologic applications. The systematic literature search, performed in Pubmed using the keywords: \"radiomics OR radiomic\" provided 97 research papers. Based on the results of this search, we describe the methods used for building a model of prognostic value from quantitative analysis of patient images. Then, we provide an up-to-date overview of the results achieved in this field, and discuss the current challenges and future developments of radiomics for oncology.
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