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

GRAIN SIZE AND WEIGHT 3 affects rice grain size and weight through interaction with SR45a and its transcriptional efficiency.

Plant physiology·2026
Same author

Local delivery of GPC3-CAR T cells in a thermosensitive hydrogel enhances antitumor efficacy in hepatocellular carcinoma.

International immunopharmacology·2026
Same author

Isotopic Fractionation and Masking Effects during Biotransformation of Chlorinated Ethanes.

Environmental science & technology·2026
Same author

Cross-Linked Sodium Hyaluronate Filler Containing Poly-L-Lactic Acid-b-Poly (Ethylene Glycol) Microspheres for Periorbital Rejuvenation: A Multimodal Assessment of Physicochemical, Preclinical, and Clinical Performance.

Journal of cosmetic dermatology·2026
Same author

Enhanced Root Exudation as an Adaptation Mechanism to Facilitate Phosphorus Mobilization in a Primary Tropical Forest Under Chronic Nitrogen Deposition.

Global change biology·2026
Same author

ADSPAO: Enhanced artemisinin optimization for multi-threshold segmentation of chronic obstructive pulmonary disease.

iScience·2026
Same journal

Renal Pathology Images Segmentation Based on Improved Cuckoo Search with Diffusion Mechanism and Adaptive Beta-Hill Climbing.

Journal of bionic engineering·2023
Same journal

Coronavirus Mask Protection Algorithm: A New Bio-inspired Optimization Algorithm and Its Applications.

Journal of bionic engineering·2023
Same journal

Improved Reptile Search Algorithm by Salp Swarm Algorithm for Medical Image Segmentation.

Journal of bionic engineering·2023
Same journal

Improved Dwarf Mongoose Optimization for Constrained Engineering Design Problems.

Journal of bionic engineering·2022
Same journal

Crisscross Harris Hawks Optimizer for Global Tasks and Feature Selection.

Journal of bionic engineering·2022
Same journal

Identification of Pulmonary Hypertension Animal Models Using a New Evolutionary Machine Learning Framework Based on Blood Routine Indicators.

Journal of bionic engineering·2022
See all related articles

Related Experiment Video

Updated: Aug 14, 2025

Lung CT Segmentation to Identify Consolidations and Ground Glass Areas for Quantitative Assesment of SARS-CoV Pneumonia
08:05

Lung CT Segmentation to Identify Consolidations and Ground Glass Areas for Quantitative Assesment of SARS-CoV Pneumonia

Published on: December 19, 2020

14.3K

Multi-verse Optimizer with Rosenbrock and Diffusion Mechanisms for Multilevel Threshold Image Segmentation from

Yan Han1, Weibin Chen1, Ali Asghar Heidari2

  • 1Department of Computer Science and Artificial Intelligence, Wenzhou University, Wenzhou, 325035 China.

Journal of Bionic Engineering
|January 9, 2023
PubMed
Summary
This summary is machine-generated.

This study introduces RDMVO-MIS, an enhanced image segmentation method for rapid COVID-19 detection from X-rays. The RDMVO algorithm shows competitive performance in benchmark and medical image segmentation tasks.

Keywords:
Bionic algorithmCOVID-19Kapur’s entropyMeta-heuristic algorithmMulti-verse optimizerMultilevel threshold image segmentation

More Related Videos

Volume Segmentation and Analysis of Biological Materials Using SuRVoS Super-region Volume Segmentation Workbench
11:38

Volume Segmentation and Analysis of Biological Materials Using SuRVoS Super-region Volume Segmentation Workbench

Published on: August 23, 2017

9.9K
Multi-modal Pulmonary Imaging: Using Complementary Information from CT and Hyperpolarized 129Xe MRI to Evaluate Lung Structure-Function
02:09

Multi-modal Pulmonary Imaging: Using Complementary Information from CT and Hyperpolarized 129Xe MRI to Evaluate Lung Structure-Function

Published on: April 12, 2024

659

Related Experiment Videos

Last Updated: Aug 14, 2025

Lung CT Segmentation to Identify Consolidations and Ground Glass Areas for Quantitative Assesment of SARS-CoV Pneumonia
08:05

Lung CT Segmentation to Identify Consolidations and Ground Glass Areas for Quantitative Assesment of SARS-CoV Pneumonia

Published on: December 19, 2020

14.3K
Volume Segmentation and Analysis of Biological Materials Using SuRVoS Super-region Volume Segmentation Workbench
11:38

Volume Segmentation and Analysis of Biological Materials Using SuRVoS Super-region Volume Segmentation Workbench

Published on: August 23, 2017

9.9K
Multi-modal Pulmonary Imaging: Using Complementary Information from CT and Hyperpolarized 129Xe MRI to Evaluate Lung Structure-Function
02:09

Multi-modal Pulmonary Imaging: Using Complementary Information from CT and Hyperpolarized 129Xe MRI to Evaluate Lung Structure-Function

Published on: April 12, 2024

659

Area of Science:

  • Medical Imaging
  • Artificial Intelligence
  • Optimization Algorithms

Background:

  • Accurate and rapid identification of Coronavirus Disease 2019 (COVID-19) is crucial for epidemic control.
  • Chest X-ray analysis is essential for identifying COVID-19 lesions, with image segmentation being a critical step.
  • Existing image segmentation methods require improvement for enhanced accuracy and speed.

Purpose of the Study:

  • To propose an improved multi-verse optimizer algorithm, RDMVO, incorporating the Rosenbrock method and diffusion mechanism.
  • To develop a novel image segmentation scheme, RDMVO-MIS, utilizing RDMVO for maximum Kapur's entropy calculation in multilevel thresholding.
  • To evaluate the performance of RDMVO and RDMVO-MIS in benchmark functions and COVID-19 Chest X-ray image segmentation.

Main Methods:

  • The Rosenbrock method and diffusion mechanism were integrated into the multi-verse optimizer algorithm to create RDMVO.
  • RDMVO was applied to multilevel threshold image segmentation using maximum Kapur's entropy (RDMVO-MIS).
  • Performance was assessed through experiments on IEEE CEC2017 benchmark functions and a dataset including COVID-19 Chest X-ray images.

Main Results:

  • The RDMVO algorithm demonstrated highly competitive performance on benchmark functions compared to peer algorithms.
  • The RDMVO-MIS scheme achieved effective image segmentation for COVID-19 Chest X-ray images.
  • Comparative experiments confirmed RDMVO-MIS's strong performance against other meta-heuristic segmentation algorithms.

Conclusions:

  • The proposed RDMVO algorithm offers significant improvements for optimization tasks.
  • RDMVO-MIS provides a robust and efficient solution for medical image segmentation, particularly for COVID-19 detection.
  • The RDMVO algorithm shows promise for advancing medical image analysis and disease identification.