Jove
Visualize
Contact Us
JoVE
x logofacebook logolinkedin logoyoutube logo
ABOUT JoVE
OverviewLeadershipBlogJoVE Help Center
AUTHORS
Publishing ProcessEditorial BoardScope & PoliciesPeer ReviewFAQSubmit
LIBRARIANS
TestimonialsSubscriptionsAccessResourcesLibrary Advisory BoardFAQ
RESEARCH
JoVE JournalMethods CollectionsJoVE Encyclopedia of ExperimentsArchive
EDUCATION
JoVE CoreJoVE BusinessJoVE Science EducationJoVE Lab ManualFaculty Resource CenterFaculty Site
Terms & Conditions of Use
Privacy Policy
Policies

Related Experiment Video

Updated: Feb 13, 2026

Two-vessel Occlusion Mouse Model of Cerebral Ischemia-reperfusion
07:34

Two-vessel Occlusion Mouse Model of Cerebral Ischemia-reperfusion

Published on: March 1, 2019

12.4K

Radiogenomics and IR.

Alexander Lam1, Kevin Bui1, Eduardo Hernandez Rangel1

  • 1University of California, Irvine, School of Medicine, Department of Radiological Sciences, 101 The City Drive South, Orange, CA, 92868.

Journal of Vascular and Interventional Radiology : JVIR
|March 20, 2018
PubMed
Summary
This summary is machine-generated.

Related Concept Videos

You might also read

Related Articles

Articles linked to this work by shared authors, journal, and citation graph.

Sort by
Same authorSame journal

Multi-Center Randomized Trial Evaluating the Safety and Effectiveness of the Instylla Hydrogel Embolic System (HES) for Vascular Occlusion of Hypervascular Tumors.

Journal of vascular and interventional radiology : JVIR·2026
Same author

Lack of Chloride Intracellular Channels (CLICs) confers resistance to hypoxia in Drosophila melanogaster via differential regulation of ERK and AKT pathways.

Biochemical and biophysical research communications·2026
Same author

Histotripsy for Liver Tumor Ablation and Beyond: <i>AJR</i> Expert Panel Narrative Review.

AJR. American journal of roentgenology·2026
Same author

Histotripsy-Induced Acute Kidney Injury Following Liver Tumor Treatment: A Preliminary Report of 9 Cases.

Journal of vascular and interventional radiology : JVIR·2026
Same author

Volumetric montaging of optical coherence tomography in human retinas.

bioRxiv : the preprint server for biology·2026
Same author

XACT-guided interventional procedures: A feasibility study.

Medical physics·2026
Same journal

Letter to the Editor: Contralateral suppression indices and the need for outcome-based reference standards in primary aldosteronism.

Journal of vascular and interventional radiology : JVIR·2026
Same journal

Clarifying Recurrence, Bleeding Risk, and Procedural Burden in Central Renal Tumor Ablation.

Journal of vascular and interventional radiology : JVIR·2026
Same journal

Short- and long-term changes in renal function following percutaneous cryoablation: a comparison of endophytic versus exophytic renal tumors.

Journal of vascular and interventional radiology : JVIR·2026
Same journal

Geometric Concordance of Deterministic Tract Planning With Operator-Selected Skin Entry Sites in CT-Guided Lung Biopsy.

Journal of vascular and interventional radiology : JVIR·2026
Same journal

Reply to "Clarifying Recurrence, Bleeding Risk, and Procedural Burden in Central Renal Tumor Ablation".

Journal of vascular and interventional radiology : JVIR·2026
See all related articles

Radiogenomics integrates imaging, genomic, and clinical data for predictive models. This noninvasive approach aids cancer treatment stratification and overcomes limitations of traditional genomic research.

Area of Science:

  • Radiology
  • Oncology
  • Genomics
  • Machine Learning

Background:

  • Radiogenomics combines imaging phenotypes with genomic and clinical data.
  • It aims to create predictive models using machine learning.
  • This field offers a noninvasive surrogate for a tumor's in vivo genetic profile.

Purpose of the Study:

  • To explore the potential of radiogenomics in patient treatment stratification.
  • To address the limitations of traditional genomic research, including tissue availability and sampling.

Main Methods:

  • Integration of mineable data from imaging phenotypes.
  • Utilizing genomic and clinical data.
  • Application of machine learning for predictive modeling.

More Related Videos

Biofunctionalization of Magnetic Nanomaterials
06:40

Biofunctionalization of Magnetic Nanomaterials

Published on: July 16, 2020

3.0K
Peptide:MHC Tetramer-based Enrichment of Epitope-specific T cells
13:58

Peptide:MHC Tetramer-based Enrichment of Epitope-specific T cells

Published on: October 22, 2012

18.7K

Related Experiment Videos

Last Updated: Feb 13, 2026

Two-vessel Occlusion Mouse Model of Cerebral Ischemia-reperfusion
07:34

Two-vessel Occlusion Mouse Model of Cerebral Ischemia-reperfusion

Published on: March 1, 2019

12.4K
Biofunctionalization of Magnetic Nanomaterials
06:40

Biofunctionalization of Magnetic Nanomaterials

Published on: July 16, 2020

3.0K
Peptide:MHC Tetramer-based Enrichment of Epitope-specific T cells
13:58

Peptide:MHC Tetramer-based Enrichment of Epitope-specific T cells

Published on: October 22, 2012

18.7K

Main Results:

  • Radiogenomics provides a noninvasive method to assess tumor genetic profiles.
  • Potential for improved patient treatment stratification.
  • Overcomes challenges of limited tissue availability and restricted tumoral subpopulation sampling.

Conclusions:

  • Radiogenomics offers a promising noninvasive approach for cancer research and treatment.
  • Interventional radiologists can play a key role in advancing radiogenomics.
  • Understanding radiogenomics is essential for interventional radiologists' contribution to the field.