Jove
Visualize
Contact Us

Related Concept Videos

Bioequivalence: Overview01:16

Bioequivalence: Overview

1.2K
Pharmaceutical equivalents, by definition, are drug products with the same active ingredient in the same quantities, encapsulated in identical dosage forms, and intended for the same administration routes. These pharmaceutical equivalents are deemed bioequivalent if the bioavailability of the active entity in the drug preparations is similar. Moreover, pharmaceutical equivalents demonstrating bioequivalence are also regarded as therapeutically equivalent. This means that when used as directed,...
1.2K
Improving Translational Accuracy02:07

Improving Translational Accuracy

2.7K
2.7K
Evolutionary Relationships through Genome Comparisons02:54

Evolutionary Relationships through Genome Comparisons

6.1K
Genome comparison is one of the excellent ways to interpret the evolutionary relationships between organisms. The basic principle of genome comparison is that if two species share a common feature, it is likely encoded by the DNA sequence conserved between both species. The advent of genome sequencing technologies in the late 20th century enabled scientists to understand the concept of conservation of domains between species and helped them to deduce evolutionary relationships across diverse...
6.1K
Comparing Copy Number Variations and SNPs02:26

Comparing Copy Number Variations and SNPs

17.9K
Sequencing of the human genome has opened up several best-kept secrets of the genome. Scientists have identified thousands of genome variations that exist within a population. These variations can be a single nucleotide or a larger chromosomal variation.
Copy number variations or CNVs are the structural variations that cover more than 1kb of DNA sequence. The single nucleotide polymorphism (SNP), on the other hand, is a single nucleotide change or a point mutation that is found in more than 1%...
17.9K
Methods of Documentation VII: EMR01:30

Methods of Documentation VII: EMR

893
Electronic Medical Records (EMRs) primarily center around electronically documenting patients' health information within a single healthcare organization or practice. They contain essential clinical data related to a patient's medical history, diagnoses, medications, treatment plans, lab results, and other pertinent information relevant to the specific encounter or episode of care. EMRs are designed to streamline documentation and workflow processes within individual healthcare...
893
Multi-species Conserved Sequences02:51

Multi-species Conserved Sequences

4.1K
Next-generation sequencing technologies have created large genomic databases of a variety of animals and plants. Ever since the human genome project was completed, scientists studied the genome of primates, mammals, and other phylogenetically distant living beings. Such large-scale  studies have provided new insights into the evolutionary relationship between organisms.
Although the genome of each species varies greatly from each other, a few sequences are highly conserved. Such conserved...
4.1K

You might also read

Related Articles

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

Sort by
Same author

Customizable Stacks for Enhanced Cell Culture in 3D Tissue Engineering Using Alginate Membranes.

Biotechnology and bioengineering·2025
Same author

Drug Combination Recommendation Model for Systemic Lupus Erythematosus and Antiphospholipid Syndrome.

Pharmaceuticals (Basel, Switzerland)·2025
Same author

Detection of Architectural Dysplastic Features from Histopathological Imagery of Oral Mucosa Using Neural Networks.

Bioengineering (Basel, Switzerland)·2025
Same author

Hip joint and age relationship in Thai population by image processing technique.

Anatomy & cell biology·2025
Same author

Video Abnormal Behavior Recognition and Trajectory Prediction Based on Lightweight Skeleton Feature Extraction.

Sensors (Basel, Switzerland)·2024
Same author

Unsupervised Feature-Construction-Based Motor Fault Diagnosis.

Sensors (Basel, Switzerland)·2024
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: Aug 29, 2025

Cloud-Based Phrase Mining and Analysis of User-Defined Phrase-Category Association in Biomedical Publications
09:20

Cloud-Based Phrase Mining and Analysis of User-Defined Phrase-Category Association in Biomedical Publications

Published on: February 23, 2019

8.8K

An Ensemble Semantic Textual Similarity Measure Based on Multiple Evidences for Biomedical Documents.

Meijing Li1, Xianhe Zhou1, Keun Ho Ryu2,3

  • 1College of Information Engineering, Shanghai Maritime University, Shanghai 201306, China.

Computational and Mathematical Methods in Medicine
|September 6, 2022
PubMed
Summary
This summary is machine-generated.

A new method enhances biomedical literature retrieval by calculating semantic text similarity. This approach improves the discovery of relevant information on biological entities for research and experiments.

More Related Videos

A Knowledge Graph Approach to Elucidate the Role of Organellar Pathways in Disease via Biomedical Reports
07:35

A Knowledge Graph Approach to Elucidate the Role of Organellar Pathways in Disease via Biomedical Reports

Published on: October 13, 2023

1.7K
A Metadata Extraction Approach for Clinical Case Reports to Enable Advanced Understanding of Biomedical Concepts
07:50

A Metadata Extraction Approach for Clinical Case Reports to Enable Advanced Understanding of Biomedical Concepts

Published on: September 20, 2018

16.0K

Related Experiment Videos

Last Updated: Aug 29, 2025

Cloud-Based Phrase Mining and Analysis of User-Defined Phrase-Category Association in Biomedical Publications
09:20

Cloud-Based Phrase Mining and Analysis of User-Defined Phrase-Category Association in Biomedical Publications

Published on: February 23, 2019

8.8K
A Knowledge Graph Approach to Elucidate the Role of Organellar Pathways in Disease via Biomedical Reports
07:35

A Knowledge Graph Approach to Elucidate the Role of Organellar Pathways in Disease via Biomedical Reports

Published on: October 13, 2023

1.7K
A Metadata Extraction Approach for Clinical Case Reports to Enable Advanced Understanding of Biomedical Concepts
07:50

A Metadata Extraction Approach for Clinical Case Reports to Enable Advanced Understanding of Biomedical Concepts

Published on: September 20, 2018

16.0K

Area of Science:

  • Biomedical Informatics
  • Computational Biology
  • Information Science

Background:

  • The rapid growth of biomedical literature necessitates efficient information retrieval.
  • Accurate retrieval of data on biological entities (sequence, structure, function) is crucial for advancing biology and medicine.

Purpose of the Study:

  • To develop a novel multi-evidence-based semantic text similarity calculation method for biomedical documents.
  • To improve the capture of semantic information for more effective document clustering and retrieval.

Main Methods:

  • Calculating MeSH-based semantic similarity.
  • Calculating word embedding-based semantic similarity.
  • Integrating semantic similarities using a feedforward neural network and content similarity via weighted linear combination.

Main Results:

  • The proposed multi-evidence-based method demonstrated superior performance compared to existing basic methods.
  • The integrated approach effectively fuses semantic and content similarities for enhanced text analysis.

Conclusions:

  • The developed method significantly improves the retrieval of thematically consistent biomedical documents.
  • This approach has practical applications in biological and medical research, including protein analysis and experimental design.