Cargando…
Radiogenomics in brain, breast, and lung cancer: opportunities and challenges
The field of radiogenomics largely focuses on developing imaging surrogates for genomic signatures and integrating imaging, genomic, and molecular data to develop combined personalized biomarkers for characterizing various diseases. Our study aims to highlight the current state-of-the-art and the ro...
Autores principales: | Singh, Apurva, Chitalia, Rhea, Kontos, Despina |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Society of Photo-Optical Instrumentation Engineers
2021
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8212946/ https://www.ncbi.nlm.nih.gov/pubmed/34164563 http://dx.doi.org/10.1117/1.JMI.8.3.031907 |
Ejemplares similares
-
Special Section Guest Editorial: Radiogenomics in Prognosis and Treatment
por: Drukker, Karen, et al.
Publicado: (2021) -
Radiomic and radiogenomic modeling for radiotherapy: strategies, pitfalls, and challenges
por: Coates, James T. T., et al.
Publicado: (2021) -
Improving performance and generalizability in radiogenomics: a pilot study for prediction of IDH1/2 mutation status in gliomas with multicentric data
por: Santinha, João, et al.
Publicado: (2021) -
Using deep neural networks and interpretability methods to identify gene expression patterns that predict radiomic features and histology in non-small cell lung cancer
por: Smedley, Nova F., et al.
Publicado: (2021) -
Reproducibility of radiomic features using network analysis and its application in Wasserstein k-means clustering
por: Oh, Jung Hun, et al.
Publicado: (2021)