Related Experiment Video

Updated: Mar 27, 2026

Automated Joint Space Detection Improves Bone Segmentation Accuracy
06:45

Automated Joint Space Detection Improves Bone Segmentation Accuracy

Published on: November 28, 2025

264

Hyperspectral imaging for orthopedic surgery: lightweight AI enables real-time bone and cartilage segmentation

Aya Hage Chehade1, Nadine Abdallah Saab2,3, Nesma Settouti4

  • 1LabISEN, LSL, ISEN Ouest, Brest, France. aya.hage-chehade@isen-ouest.yncrea.fr.

Medical & Biological Engineering & Computing
|March 25, 2026
PubMed
Abstract

No abstract available in PubMed .

Keywords:
Bone and cartilage discriminationHeiPorSPECTRAL datasetHyperspectral Imaging (HSI)Intraoperative guidanceMachine learningOrthopedic surgerySemantic segmentation

More Related Videos

Augmented Reality Navigation-Guided Core Decompression for Osteonecrosis of Femoral Head
06:17

Augmented Reality Navigation-Guided Core Decompression for Osteonecrosis of Femoral Head

Published on: April 12, 2022

4.4K
Application of Deep Learning-Based Medical Image Segmentation via Orbital Computed Tomography
04:48

Application of Deep Learning-Based Medical Image Segmentation via Orbital Computed Tomography

Published on: November 30, 2022

3.7K

Related Experiment Videos

Last Updated: Mar 27, 2026

Automated Joint Space Detection Improves Bone Segmentation Accuracy
06:45

Automated Joint Space Detection Improves Bone Segmentation Accuracy

Published on: November 28, 2025

264
Augmented Reality Navigation-Guided Core Decompression for Osteonecrosis of Femoral Head
06:17

Augmented Reality Navigation-Guided Core Decompression for Osteonecrosis of Femoral Head

Published on: April 12, 2022

4.4K
Application of Deep Learning-Based Medical Image Segmentation via Orbital Computed Tomography
04:48

Application of Deep Learning-Based Medical Image Segmentation via Orbital Computed Tomography

Published on: November 30, 2022

3.7K

Related Concept Videos

Ultrasonography01:17

Ultrasonography

8.4K
Ultrasonography is an imaging technique that uses high-frequency sound waves to visualize the body's internal structures. It is a non-invasive and safe procedure that does not involve the use of ionizing radiation, making it widely used in various medical fields. Ultrasonography is used to study heart function, blood flow in the neck or extremities, certain conditions such as gallbladder disease, and fetal growth and development.
During an ultrasonography procedure, a handheld device called...
8.4K

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

From time-lapse to morphokinetics: neural ODE dynamics for reliable embryo stage transition timing.

Journal of assisted reproduction and genetics·2026

HSI-AgriFoodAnomaly, a hyperspectral dataset for foreign object detection in agri-food inspection.

Scientific data·2026

An explainable hybrid deep-learning and machine learning framework for automatic coeliac disease detection from duodenal endoscopy images.

Health information science and systems·2026

Exploring HSI imagery for overlapped chromosomes segmentation.

Chromosome research : an international journal on the molecular, supramolecular and evolutionary aspects of chromosome biology·2025

Exploring Band Selection Methods for Enhanced Chromosomal Analysis in Hyperspectral Imaging.

Applied spectroscopy·2025

Evaluating the impact of view position in X-ray imaging for the classification of lung diseases.

Physical and engineering sciences in medicine·2025

Automated classification of musculoskeletal abnormalities using a dynamic ensemble of deep vision models.

Medical & biological engineering & computing·2026

Dual-stage anatomical perception and reasoning framework for automated cobb angle estimation.

Medical & biological engineering & computing·2026

An integrated fluid-dynamic and structural pipeline to assess atrial hemodynamics before and after left atrial appendage occluder deployment in a patient-specific anatomy.

Medical & biological engineering & computing·2026

A study on eye movement trajectory classification for strabismus screening via integration of global dependencies and temporal dynamics.

Medical & biological engineering & computing·2026

MDAGCN: A multimodal dynamic adaptive graph convolutional network for sleep staging.

Medical & biological engineering & computing·2026

Inside from outside: head-to-skull-and-muscles translation with statistical shape relation and multiple region-of-interest learning.

Medical & biological engineering & computing·2026

Comparative Outcomes of Super Thin Anterolateral Thigh Flaps Versus Radial Forearm Free Flaps in Head and Neck Reconstruction.

Microsurgery·2026

Redo Aortic Root and Total Arch Replacement for a Giant Ascending and Arch Aneurysm After a Previous Double Mechanical Valve Replacement.

Cureus·2026

Thoracic Branched Endografts in Acute Aortic Syndromes: Expanding Indications, but at What Cost?

Journal of endovascular therapy : an official journal of the International Society of Endovascular Specialists·2026

Modified Z-resolution protocol for digital breast tomosynthesis.

Medical physics·2026

Anterior cruciate ligament resection has no clinical effect on mediolateral gap laxity assessment in robotic-assisted total knee arthroplasty.

Bone & joint open·2026

Redo-Transcatheter Aortic Valve Replacement With Self-Expanding Valves: A U.S. Registry Analysis.

JACC. Cardiovascular interventions·2026
See all related articles
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
Jove
Visualize
Contact Us