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

Distribution Reliability and Automation01:25

Distribution Reliability and Automation

507
Distribution reliability in electrical power systems is critical for ensuring an uninterrupted power supply to consumers at minimal cost. According to IEEE Standard Terms, reliability is the probability that a device will function without failure over a specified time period or amount of usage. For electric power distribution, this translates to maintaining continuous power supply and addressing customer concerns over power outages. Several indices, as defined by IEEE Standard 1366-2012, are...
507
What is a Species?01:17

What is a Species?

49.7K
Overview
49.7K
Methods of Classification and Identification01:28

Methods of Classification and Identification

1.2K
Bacterial identification relies on a diverse array of techniques to classify and understand microorganisms, each tailored to uncover specific characteristics. Traditional morphological approaches, while still valuable, are limited for closely related or structurally simple organisms. Modern methods integrate biochemical, serological, genetic, and advanced molecular tools to achieve greater accuracy.Morphological and Biochemical TechniquesMorphological characteristics, such as cell shape and...
1.2K
Keystone Species01:39

Keystone Species

24.7K
Measures of species biodiversity, such as richness (i.e., the number of species present) and evenness (i.e., their relative abundance), describe an ecological community’s structure. Many factors affect community structure, including abiotic factors (e.g., sunlight and nutrients), disturbances (e.g., fire or flood), species interactions (e.g., predation or competition), and chance events (e.g., foreign species invasion). Certain species—such as keystone species—also play a...
24.7K
Formation of Species01:31

Formation of Species

45.0K
Speciation describes the formation of one or more new species from one or sometimes multiple original species. The resulting species are discrete from the parent species, and barriers to reproduction will typically exist. There are two primary mechanisms, speciation with and without geographic isolation—allopatric and sympatric speciation, respectively.
45.0K
Renal Drug Clearance: Comparison Between Renal Excretion Methods01:08

Renal Drug Clearance: Comparison Between Renal Excretion Methods

605
Renal clearance is a critical parameter encompassing kidney filtration, secretion, and reabsorption processes. It is calculated using a specific equation to determine the rate at which the kidneys clear a drug.
Renal clearance is often associated with the renal glomerular filtration rate (GFR), which represents the rate at which plasma is filtered through the glomeruli in the kidney. When drug reabsorption is minimal and there is no active secretion, renal clearance is closely related to the...
605

You might also read

Related Articles

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

Sort by
Same author

Pharmacokinetic study of two sulfamethoxazole-phytochemical antimicrobial conjugates in mice.

Die Pharmazie·2025
Same author

Fetal heart rate responses in chronic hypoxaemia with superimposed repeated hypoxaemia consistent with early labour: a controlled study in fetal sheep.

BJOG : an international journal of obstetrics and gynaecology·2023
Same author

Ferroptosis-Related Long Noncoding RNA Signature Predicts Prognosis of Clear Cell Renal Carcinoma.

Folia biologica·2022
Same author

Machine Learning and Deep Learning Approaches in Breast Cancer Survival Prediction Using Clinical Data.

Folia biologica·2020
Same author

Automated otolith image classification with multiple views: an evaluation on Sciaenidae.

Journal of fish biology·2016
Same author

Accumulation of selenium in sugarcane (Sachharum officinarum Linn.) in seleniferous areas of Punjab, India.

Environmental geochemistry and health·2013

Related Experiment Video

Updated: Jan 29, 2026

Semi-automated Optical Heartbeat Analysis of Small Hearts
12:10

Semi-automated Optical Heartbeat Analysis of Small Hearts

Published on: September 16, 2009

12.8K

Comparison of Fully Automated and Semi-Automated Methods for Species Identification.

E Y Kalafi1, M K Anuar1, M K Sakharkar2

  • 1Institute of Biological Sciences, Faculty of Science, University of Malaya, Kuala Lumpur, Malaysia.

Folia Biologica
|February 7, 2019
PubMed
Summary
This summary is machine-generated.

Automated and semi-automated models accurately identify monogenean species from images. Fully automated models achieved higher cross-validation accuracy, suggesting their potential to aid declining taxonomist numbers.

More Related Videos

Semi-Automated Planimetric Quantification of Dental Plaque Using an Intraoral Fluorescence Camera
09:34

Semi-Automated Planimetric Quantification of Dental Plaque Using an Intraoral Fluorescence Camera

Published on: January 27, 2023

2.5K
Author Spotlight: Accelerating Diagnostic Accuracy with Direct Identification of Gram-Negatives from Blood Culture Bottles
09:07

Author Spotlight: Accelerating Diagnostic Accuracy with Direct Identification of Gram-Negatives from Blood Culture Bottles

Published on: May 24, 2024

1.4K

Related Experiment Videos

Last Updated: Jan 29, 2026

Semi-automated Optical Heartbeat Analysis of Small Hearts
12:10

Semi-automated Optical Heartbeat Analysis of Small Hearts

Published on: September 16, 2009

12.8K
Semi-Automated Planimetric Quantification of Dental Plaque Using an Intraoral Fluorescence Camera
09:34

Semi-Automated Planimetric Quantification of Dental Plaque Using an Intraoral Fluorescence Camera

Published on: January 27, 2023

2.5K
Author Spotlight: Accelerating Diagnostic Accuracy with Direct Identification of Gram-Negatives from Blood Culture Bottles
09:07

Author Spotlight: Accelerating Diagnostic Accuracy with Direct Identification of Gram-Negatives from Blood Culture Bottles

Published on: May 24, 2024

1.4K

Area of Science:

  • Zoology
  • Computational Biology
  • Taxonomy

Background:

  • Manual species identification is challenging, leading to a decline in taxonomists.
  • Automated and semi-automated systems are being developed to assist species identification.
  • The reliability of fully automated tools compared to manual or semi-automated methods requires investigation.

Purpose of the Study:

  • To investigate and compare the accuracy of fully automated and semi-automated species identification models.
  • To evaluate the performance of machine learning models in classifying monogenean species based on morphological features.

Main Methods:

  • Developed fully automated and semi-automated species classification models using a monogenean image dataset.
  • Extracted morphological features (landmarks for semi-automated, shape morphometrics for fully automated) from images.
  • Classified species using k-nearest neighbor and artificial neural network algorithms.

Main Results:

  • Semi-automated models achieved 96.67% (k-NN) and 97.5% (ANN) accuracy.
  • Fully automated models achieved 90% (k-NN) and 98.8% (ANN) accuracy.
  • Cross-validation showed 91.2% for semi-automated and 93.75% for fully automated models.

Conclusions:

  • Both automated and semi-automated models demonstrate high accuracy in monogenean species identification.
  • Fully automated models, particularly with artificial neural networks, show promising results and potential for practical application.
  • These computational approaches can support taxonomic efforts amidst declining expert numbers.