Jove
Visualize
Contact Us

Related Concept Videos

Radiological Investigation II: MRI and Ventilation Perfusion Scan01:30

Radiological Investigation II: MRI and Ventilation Perfusion Scan

520
Description
Magnetic Resonance Imaging (MRI) and Ventilation Perfusion Scans are two radiological investigations that offer detailed diagnostic images of the body, particularly lung structures.
MRI
MRI uses magnetic fields and radiofrequency signals to distinguish between normal and abnormal tissues. This technology provides a more detailed diagnostic image than CT scans, enabling it to characterize pulmonary nodules, stage bronchogenic carcinoma, and evaluate inflammatory activity in...
520
Magnetic Resonance Imaging01:24

Magnetic Resonance Imaging

9.0K
Magnetic resonance imaging (MRI) is a noninvasive medical imaging technique based on a phenomenon of nuclear physics discovered in the 1930s, in which matter exposed to magnetic fields and radio waves was found to emit radio signals. In 1970, a physician and researcher named Raymond Damadian noticed that malignant (cancerous) tissue gave off different signals than normal body tissue. He applied for a patent for the first MRI scanning device in clinical use by the early 1980s. The early MRI...
9.0K
X-ray Imaging01:24

X-ray Imaging

9.8K
German physicist Wilhelm Röntgen (1845–1923) was experimenting with electrical current when he discovered that a mysterious and invisible "ray" would pass through his flesh but leave an outline of his bones on a screen coated with a metal compound. In 1895, Röntgen made the first durable record of the internal parts of a living human: an "X-ray" image (as it came to be called) of his wife’s hand. Scientists worldwide quickly began their own experiments with...
9.8K
Radiological Investigation III: Pulmonary Angiogram and PET Scan01:13

Radiological Investigation III: Pulmonary Angiogram and PET Scan

399
Radiological investigations are paramount in the diagnosis and management of various pulmonary diseases. Two essential investigations are the Pulmonary Angiogram and the Positron Emission Tomography (PET) Scan.
Pulmonary Angiogram
A Pulmonary Angiogram is an invasive procedure involving injecting a contrast medium through a catheter threaded into the pulmonary artery or the right side of the heart to visualize the pulmonary vasculature. Computed Tomography (CT) scans have mainly replaced this...
399
Radiological Investigation I: X-ray and CT01:30

Radiological Investigation I: X-ray and CT

1.0K
Radiological investigations, including X-rays and computed tomography (CT) scans, are critical for diagnosing and evaluating various medical conditions. These imaging techniques provide valuable insights into the body's internal structures, aiding in the detection of abnormalities, assessment of disease progression, and development of treatment strategies. This article delves into two primary radiological investigations, chest X-rays and CT scans, outlining their purpose, procedures, and...
1.0K
Imaging Studies I: CT and MRI01:14

Imaging Studies I: CT and MRI

772
Introduction: MRI and CT scans are crucial advancements in medical imaging techniques, playing a vital role in diagnosing conditions related to the gastrointestinal (GI) system. Each scan serves distinct purposes, targets specific areas, and requires unique nursing duties.
Description of the Procedures
Computed Tomography (CT) scan:
Computed Tomography (CT) scans use X-ray technology to generate detailed images of bones, organs, and tissues. During the scan, the patient lies on a moving table...
772

You might also read

Related Articles

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

Sort by
Same author

Trends and Outcomes in Adolescent Idiopathic Scoliosis Surgery: A Nationwide Analysis of Improvements From 2010 to 2022.

Global spine journal·2026
Same author

Expandable corpectomy cage with articulating endcap for correction of severe cervical kyphotic deformity: a case report.

Journal of spine surgery (Hong Kong)·2026
Same author

Integrated Hyperparameter Optimization with Dimensionality Reduction and Clustering for Radiomics: A Bootstrapped Approach.

Multimodal technologies and interaction·2026
Same author

Mental health disorders in adolescent idiopathic scoliosis surgery: prevalence, postoperative outcomes, and opioid use.

The spine journal : official journal of the North American Spine Society·2025
Same author

A Study on Energy Consumption in AI-Driven Medical Image Segmentation.

Journal of imaging·2025
Same author

Prediction of PD-L1 and CD68 in Clear Cell Renal Cell Carcinoma with Green Learning.

Journal of imaging·2025
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: Jan 12, 2026

Quantitative [18F]-Naf-PET-MRI Analysis for the Evaluation of Dynamic Bone Turnover in a Patient with Facetogenic Low Back Pain
06:31

Quantitative [18F]-Naf-PET-MRI Analysis for the Evaluation of Dynamic Bone Turnover in a Patient with Facetogenic Low Back Pain

Published on: August 8, 2019

7.7K

Radiomics and Back Pain.

Jason Lin1, Vinay Duddalwar2, Michael M Safaee3

  • 1Division of Biology and Biological Engineering, California Institute of Technology, Pasadena, CA, USA.

Global Spine Journal
|November 3, 2025
PubMed
Summary
This summary is machine-generated.

Radiomics, a quantitative imaging analysis, shows promise in improving back pain diagnosis and treatment by analyzing soft and hard tissues. Further research is needed for broader clinical application.

Keywords:
back paindiagnosisprognosisradiomicsreview

More Related Videos

Biomechanical Changes Related to Low Back Pain: An Innovative Tool for Movement Pattern Assessment and Treatment Evaluation in Rehabilitation
06:28

Biomechanical Changes Related to Low Back Pain: An Innovative Tool for Movement Pattern Assessment and Treatment Evaluation in Rehabilitation

Published on: December 13, 2024

1.1K
Multi-modal Imaging of Angiogenesis in a Nude Rat Model of Breast Cancer Bone Metastasis Using Magnetic Resonance Imaging, Volumetric Computed Tomography and Ultrasound
12:23

Multi-modal Imaging of Angiogenesis in a Nude Rat Model of Breast Cancer Bone Metastasis Using Magnetic Resonance Imaging, Volumetric Computed Tomography and Ultrasound

Published on: August 14, 2012

14.8K

Related Experiment Videos

Last Updated: Jan 12, 2026

Quantitative [18F]-Naf-PET-MRI Analysis for the Evaluation of Dynamic Bone Turnover in a Patient with Facetogenic Low Back Pain
06:31

Quantitative [18F]-Naf-PET-MRI Analysis for the Evaluation of Dynamic Bone Turnover in a Patient with Facetogenic Low Back Pain

Published on: August 8, 2019

7.7K
Biomechanical Changes Related to Low Back Pain: An Innovative Tool for Movement Pattern Assessment and Treatment Evaluation in Rehabilitation
06:28

Biomechanical Changes Related to Low Back Pain: An Innovative Tool for Movement Pattern Assessment and Treatment Evaluation in Rehabilitation

Published on: December 13, 2024

1.1K
Multi-modal Imaging of Angiogenesis in a Nude Rat Model of Breast Cancer Bone Metastasis Using Magnetic Resonance Imaging, Volumetric Computed Tomography and Ultrasound
12:23

Multi-modal Imaging of Angiogenesis in a Nude Rat Model of Breast Cancer Bone Metastasis Using Magnetic Resonance Imaging, Volumetric Computed Tomography and Ultrasound

Published on: August 14, 2012

14.8K

Area of Science:

  • Medical Imaging
  • Radiology
  • Data Science

Background:

  • Back pain is a major cause of global disability.
  • Conventional imaging interpretation is subjective and expertise-dependent.
  • Radiomics offers quantitative, data-driven medical image analysis.

Purpose of the Study:

  • Evaluate radiomics for soft tissue characterization in back pain.
  • Assess radiomics for hard tissue analysis in back pain.
  • Determine radiomics' utility in predicting treatment outcomes for back pain.

Main Methods:

  • Conducted a PRISMA-style literature search (PubMed, Google Scholar, Wiley, Springer, IEEE Xplore).
  • Focused on studies from the past 4 years.
  • Included 22 articles meeting criteria for radiomic methods and pain outcomes from 296 identified.

Main Results:

  • Radiomics can enhance clinical models for soft/hard tissue diagnostics and prognosis in back pain.
  • Improvements in diagnostic and prognostic accuracy may be minor.
  • Limitations include lack of standardization, homogenous populations, and integration challenges.

Conclusions:

  • Radiomics holds potential to improve back pain diagnosis and treatment.
  • Future work should focus on generalizable models for diverse populations and systems.
  • Development of clinician-interpretable interfaces is crucial for adoption.