Radiogenomics: bridging imaging and genomics
Sign Up to like & getrecommendations! Published in 2019 at "Abdominal Radiology"
DOI: 10.1007/s00261-019-02028-w
Abstract: From diagnostics to prognosis to response prediction, new applications for radiomics are rapidly being developed. One of the fastest evolving branches involves linking imaging phenotypes to the tumor genetic profile, a field commonly referred to… read more here.
Keywords: radiology; bridging imaging; imaging genomics; radiogenomics bridging ... See more keywords
Enhancing the Informativeness and Replicability of Imaging Genomics Studies
Sign Up to like & getrecommendations! Published in 2017 at "Biological Psychiatry"
DOI: 10.1016/j.biopsych.2016.08.019
Abstract: Imaging genomics is a new field of investigation that seeks to gain insights into the impact of human genetic variation on the structure, chemistry, and function of neural systems in health and disease. Because publications… read more here.
Keywords: informativeness replicability; replicability imaging; replicability; enhancing informativeness ... See more keywords
Discriminative bag-of-cells for imaging-genomics
Sign Up to like & getrecommendations! Published in 2018 at "Pacific Symposium on Biocomputing. Pacific Symposium on Biocomputing"
DOI: 10.1142/9789813235533_0030
Abstract: Connecting genotypes to image phenotypes is crucial for a comprehensive understanding of cancer. To learn such connections, new machine learning approaches must be developed for the better integration of imaging and genomic data. Here we… read more here.
Keywords: dbc; cells imaging; bag cells; discriminative bag ... See more keywords
Imaging-AMARETTO: An Imaging Genomics Software Tool to Interrogate Multiomics Networks for Relevance to Radiography and Histopathology Imaging Biomarkers of Clinical Outcomes
Sign Up to like & getrecommendations! Published in 2020 at "JCO Clinical Cancer Informatics"
DOI: 10.1200/cci.19.00125
Abstract: PURPOSE The availability of increasing volumes of multiomics, imaging, and clinical data in complex diseases such as cancer opens opportunities for the formulation and development of computational imaging genomics methods that can link multiomics, imaging,… read more here.
Keywords: histopathology imaging; imaging amaretto; histopathology; imaging genomics ... See more keywords