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 Concept Videos

You might also read

Related Articles

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

Sort by
Same author

Artificial intelligence for detecting fetal orofacial clefts and advancing medical education.

Nature communications·2026
Same author

Multi-omic analysis of deep learning-derived phenotypes links ophthalmic imaging to cardiovascular and neurological traits.

Nature cardiovascular research·2026
Same author

From pixels to polygons: A survey of deep learning approaches for medical image-to-mesh reconstruction.

Medical image analysis·2026
Same author

CardioMorphNet: Cardiac motion prediction using a shape-guided Bayesian recurrent deep network.

Medical image analysis·2026
Same author

Fourier-Net+: Band-Limited Spatial Representation for Efficient Medical Image Registration.

IEEE transactions on neural networks and learning systems·2026
Same author

Deep-Motion-Net: GNN-based volumetric liver shape reconstruction from single-view 2D projections.

International journal of computer assisted radiology and surgery·2026
Same journal

ContiMorph: An unsupervised learning framework for cardiac motion tracking with time-continuous diffeomorphism.

Medical image analysis·2026
Same journal

MedP-CLIP: Medical CLIP with region-aware prompt integration.

Medical image analysis·2026
Same journal

Multi-organ guided diagnosis of mild cognitive impairment via hierarchical alignment and knowledge distillation.

Medical image analysis·2026
Same journal

SUDA: Simultaneous unsupervised knowledge distillation and adaptation of foundation models for efficient pathological image analysis.

Medical image analysis·2026
Same journal

Beyond the LUMIR challenge: The pathway to foundational registration models.

Medical image analysis·2026
Same journal

Annotation-efficient medical image segmentation via cross-latent graphs and vector-quantized memory.

Medical image analysis·2026
See all related articles

Related Experiment Video

Updated: Mar 18, 2026

Hand-held Clinical Photoacoustic Imaging System for Real-time Non-invasive Small Animal Imaging
09:43

Hand-held Clinical Photoacoustic Imaging System for Real-time Non-invasive Small Animal Imaging

Published on: October 16, 2017

12.2K

Precision Imaging: more descriptive, predictive and integrative imaging.

Alejandro F Frangi1, Zeike A Taylor2, Ali Gooya1

  • 1CISTIB Centre for Computational Imaging & Simulation Technologies in Biomedicine, Electronic and Electrical Engineering Department, University of Sheffield, Sheffield, UK.

Medical Image Analysis
|July 5, 2016
PubMed
Summary
This summary is machine-generated.

Medical image analysis is evolving towards Precision Imaging, integrating diverse data for descriptive, predictive, and integrative insights. This approach aims to extract wisdom from the increasing volume of imaging data for precision medicine.

Keywords:
Image-based modellingMechanistic modelingModel-based imagingPhenomenological modelingPrecision ImagingPrecision Medicine

More Related Videos

Dual Raster-Scanning Photoacoustic Small-Animal Imager for Vascular Visualization
07:14

Dual Raster-Scanning Photoacoustic Small-Animal Imager for Vascular Visualization

Published on: July 15, 2020

4.6K
Three-dimensional Super Resolution Microscopy of F-actin Filaments by Interferometric PhotoActivated Localization Microscopy iPALM
11:57

Three-dimensional Super Resolution Microscopy of F-actin Filaments by Interferometric PhotoActivated Localization Microscopy iPALM

Published on: December 1, 2016

11.3K

Related Experiment Videos

Last Updated: Mar 18, 2026

Hand-held Clinical Photoacoustic Imaging System for Real-time Non-invasive Small Animal Imaging
09:43

Hand-held Clinical Photoacoustic Imaging System for Real-time Non-invasive Small Animal Imaging

Published on: October 16, 2017

12.2K
Dual Raster-Scanning Photoacoustic Small-Animal Imager for Vascular Visualization
07:14

Dual Raster-Scanning Photoacoustic Small-Animal Imager for Vascular Visualization

Published on: July 15, 2020

4.6K
Three-dimensional Super Resolution Microscopy of F-actin Filaments by Interferometric PhotoActivated Localization Microscopy iPALM
11:57

Three-dimensional Super Resolution Microscopy of F-actin Filaments by Interferometric PhotoActivated Localization Microscopy iPALM

Published on: December 1, 2016

11.3K

Area of Science:

  • Medical image analysis
  • Biomedical imaging physics and technology
  • Precision Medicine

Background:

  • Medical image analysis has matured, driven by advancements in imaging technologies and biological imaging.
  • Interdisciplinary collaboration between imaging, medicine, and biology has fostered significant progress.
  • The field faces challenges from an increasing deluge of imaging data.

Discussion:

  • Precision Imaging represents a future emphasis, unifying mechanistic and phenomenological model-based approaches.
  • It addresses the information overload in imaging sciences by focusing on data, information, and knowledge.
  • Precision Imaging is characterized by being descriptive, predictive, and integrative.

Key Insights:

  • Precision Imaging is not a new discipline but a distinct emphasis within medical imaging.
  • It unifies efforts in model-based imaging to achieve wisdom from data.
  • The approach aims to provide descriptive, predictive, and integrative understanding of the imaged object.

Outlook:

  • Precision Imaging is poised to revolutionize Precision Medicine.
  • Future research will focus on leveraging advanced imaging for personalized healthcare.
  • Continued interdisciplinary synergy is crucial for advancing the field.