Pushing CT and MR Imaging to the Molecular Level for Studying the “Omics”: Current Challenges and Advancements
Author(s) -
HsuanMing Huang,
Yi-Yu Shih
Publication year - 2014
Publication title -
biomed research international
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.772
H-Index - 126
eISSN - 2314-6141
pISSN - 2314-6133
DOI - 10.1155/2014/365812
Subject(s) - molecular imaging , omics , medical imaging , magnetic resonance imaging , metabolomics , personalized medicine , genomics , computer science , medical physics , data science , medicine , computational biology , artificial intelligence , bioinformatics , radiology , biology , genome , biochemistry , microbiology and biotechnology , in vivo , gene
During the past decade, medical imaging has made the transition from anatomical imaging to functional and even molecular imaging. Such transition provides a great opportunity to begin the integration of imaging data and various levels of biological data. In particular, the integration of imaging data and multiomics data such as genomics, metabolomics, proteomics, and pharmacogenomics may open new avenues for predictive, preventive, and personalized medicine. However, to promote imaging-omics integration, the practical challenge of imaging techniques should be addressed. In this paper, we describe key challenges in two imaging techniques: computed tomography (CT) and magnetic resonance imaging (MRI) and then review existing technological advancements. Despite the fact that CT and MRI have different principles of image formation, both imaging techniques can provide high-resolution anatomical images while playing a more and more important role in providing molecular information. Such imaging techniques that enable single modality to image both the detailed anatomy and function of tissues and organs of the body will be beneficial in the imaging-omics field.
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