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

Deindividuation00:57

Deindividuation

29.2K
Deindividuation is a form of social influence on an individual’s behavior such that the individual engages in unusual or non-normal behavior while in a group setting. Why? Because in these group settings, the individual no longer sees themselves as an individual anymore, disinhibiting their behavior and personal restraint.
29.2K
Role-Based Identity01:21

Role-Based Identity

80
Role-based identities are central to understanding how individuals navigate social environments by adopting distinct self-conceptions aligned with various societal roles. These identities are not fixed traits but are constructed through personal actions and the social feedback individuals receive in context-specific interactions. Each social role, such as student, teacher, or friend, carries a set of expectations and norms that influence how people think, feel, and behave within that...
80
Ethics in Research01:56

Ethics in Research

25.0K
Today, scientists agree that good research is ethical in nature and is guided by a basic respect for human dignity and safety. However, this has not always been the case. Modern researchers must demonstrate that the research they perform is ethically sound.
25.0K
Blind Procedures02:07

Blind Procedures

12.5K
Ideally, the people who observe and record the children’s behavior are unaware of who was assigned to the experimental or control group, in order to control for experimenter bias. Experimenter bias refers to the possibility that a researcher’s expectations might skew the results of the study. Remember, conducting an experiment requires a lot of planning, and the people involved in the research project have a vested interest in supporting their hypotheses. If the observers knew which...
12.5K
Factors Affecting Dissolution: Polymorphism, Amorphism and Pseudopolymorphism01:21

Factors Affecting Dissolution: Polymorphism, Amorphism and Pseudopolymorphism

512
Polymorphism refers to the existence of a drug substance in multiple crystalline forms, known as polymorphs. Recently, this term has been expanded to include solvates (forms containing a solvent), amorphous forms (non-crystalline forms), and desolvated solvates (forms from which the solvent has been removed).
Some polymorphic crystals possess lower aqueous solubility than their amorphous counterparts, leading to incomplete absorption. For instance, the oral suspension of Chloramphenicol, which...
512
Personal Identity01:25

Personal Identity

129
Personal identity is the deeply felt sense of self that individuals cultivate over time, intricately woven from intrinsic qualities they consider essential to their existence—qualities such as morality, intelligence, and friendliness. These attributes serve as vital internal benchmarks, guiding individuals in evaluating whether their actions resonate with their true selves.When personal identity takes center stage in one's life, individuals often emphasize their distinctiveness,...
129

You might also read

Related Articles

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

Sort by
Same author

Findings and recommendations from a root cause analysis of a clinical trial randomization error.

Journal of clinical and translational science·2026
Same author

Generation of Interactive Knowledge Graphs to Enable Research of the Effects of Trauma Center Organization on Patient Outcomes.

Knowledge graphs and semantic web : 7th international conference, KGSWC 2025, Leipzig, Germany, November 26-28, 2025 : proceedings. KGSWC (Conference) (7th : 2025 : Leipzig, Germany)·2026
Same author

Health Insecurity and Occupational Risk Factors Among Urban Waste Collectors in Dhaka City, Bangladesh: A Cross-Sectional Study.

Health science reports·2026
Same author

Influence of Amphibian Metamorphosis on the Biokinetics and Biodistribution of Radionuclides Cesium and Strontium.

Environmental science & technology·2026
Same author

Increased synaptic turnover in injured cortical axons: exploring the role of SARM1 ablation.

Frontiers in synaptic neuroscience·2026
Same author

A cross-consortium, stakeholder-driven model for implementing a modern electronic data capture and submission system across the Alzheimer's Disease Research Centers Program.

Alzheimer's & dementia : the journal of the Alzheimer's Association·2026
Same journal

Qualitative Framework for Evaluating Clinical Data Science Systems: Beyond Technical Validation.

Healthcare informatics research·2026
Same journal

Multi-Agent System for Early Sepsis Management Support: A Follow-up Evaluation Study.

Healthcare informatics research·2026
Same journal

AI-driven Medical Care: Evaluation of Large Language Models in Generating Personalized Stroke Education Materials.

Healthcare informatics research·2026
Same journal

Accuracy of Orthodontic Malocclusion Detection Using Multiple AI Models: A Comparative Study.

Healthcare informatics research·2026
Same journal

Efficient Drug Terminology Mapping with Bidirectional Late-Interaction Reranking and Deterministic Reordering.

Healthcare informatics research·2026
Same journal

Transferable Migration Framework Derived from a Large-scale Tertiary Hospital EHR System.

Healthcare informatics research·2026
See all related articles

Related Experiment Video

Updated: Nov 16, 2025

Author Spotlight: Investigating the Impact of Emotional Prosodies on Voice Recognition and Perception
05:48

Author Spotlight: Investigating the Impact of Emotional Prosodies on Voice Recognition and Perception

Published on: August 9, 2024

1.8K

API Driven On-Demand Participant ID Pseudonymization in Heterogeneous Multi-Study Research.

Shorabuddin Syed1, Mahanazuddin Syed1, Hafsa Bareen Syeda1

  • 1Department of Biomedical Informatics, University of Arkansas for Medical Sciences, Little Rock, AR, USA.

Healthcare Informatics Research
|February 21, 2021
PubMed
Summary
This summary is machine-generated.

A novel tool, O-CAPP, pseudonymizes participant data for research using automated processes and APIs. This ensures comprehensive data analysis while maintaining patient privacy in clinical and translational research.

Keywords:
Data ManagementDe-identificationMultimediaPACSSemantic Web

More Related Videos

Perceptual and Category Processing of the Uncanny Valley Hypothesis' Dimension of Human Likeness: Some Methodological Issues
07:34

Perceptual and Category Processing of the Uncanny Valley Hypothesis' Dimension of Human Likeness: Some Methodological Issues

Published on: June 3, 2013

17.7K
Generalized Psychophysiological Interaction PPI Analysis of Memory Related Connectivity in Individuals at Genetic Risk for Alzheimer's Disease
09:38

Generalized Psychophysiological Interaction PPI Analysis of Memory Related Connectivity in Individuals at Genetic Risk for Alzheimer's Disease

Published on: November 14, 2017

15.3K

Related Experiment Videos

Last Updated: Nov 16, 2025

Author Spotlight: Investigating the Impact of Emotional Prosodies on Voice Recognition and Perception
05:48

Author Spotlight: Investigating the Impact of Emotional Prosodies on Voice Recognition and Perception

Published on: August 9, 2024

1.8K
Perceptual and Category Processing of the Uncanny Valley Hypothesis' Dimension of Human Likeness: Some Methodological Issues
07:34

Perceptual and Category Processing of the Uncanny Valley Hypothesis' Dimension of Human Likeness: Some Methodological Issues

Published on: June 3, 2013

17.7K
Generalized Psychophysiological Interaction PPI Analysis of Memory Related Connectivity in Individuals at Genetic Risk for Alzheimer's Disease
09:38

Generalized Psychophysiological Interaction PPI Analysis of Memory Related Connectivity in Individuals at Genetic Risk for Alzheimer's Disease

Published on: November 14, 2017

15.3K

Area of Science:

  • Medical Informatics
  • Clinical Research Data Management

Background:

  • Clinical and translational research requires aggregating data from disparate systems.
  • Protecting patient privacy is paramount during data aggregation and analysis.
  • Existing methods for de-identifying participant data can be cumbersome.

Purpose of the Study:

  • To introduce a novel tool, on-demand cohort and API participant identifier pseudonymization (O-CAPP), for pseudonymizing participant identifiers (PIDs).
  • To facilitate clinical and translational research by enabling secure data aggregation.
  • To present a researcher-driven, automated pseudonymization process.

Main Methods:

  • O-CAPP utilizes application-programming interface (API) calls for pseudonymizing PIDs in DICOM headers of imaging data.
  • A nightly automated process pseudonymizes PIDs for non-imaging clinical research data.
  • The Perl Open-Source Digital Imaging and Communications in Medicine Archive (POSDA) is used for further de-identification of pseudonymized PIDs and protected health information.

Main Results:

  • A sample of 250 PIDs pseudonymized by O-CAPP were successfully validated.
  • 125 PIDs pseudonymized via the nightly automated process were validated by clinical trial investigators.
  • 125 PIDs from radiologic images were validated by clinical trial investigators through API requests.

Conclusions:

  • A novel on-demand pseudonymization approach has been developed.
  • This tool aids researchers in obtaining a holistic view of study participant data.
  • Patient privacy is maintained throughout the data aggregation and analysis process.