Search research articles

ABOUT JoVE

Overview Leadership Blog JoVE Help Center

AUTHORS

Publishing Process Editorial Board Scope & Policies Peer Review FAQ Submit

LIBRARIANS

Testimonials Subscriptions Access Resources Library Advisory Board FAQ

RESEARCH

JoVE Journal Methods Collections JoVE Encyclopedia of Experiments Archive

EDUCATION

JoVE Core JoVE Business JoVE Science Education JoVE Lab Manual Faculty Resource Center Faculty Site

Terms & Conditions of Use

Related Concept Videos

Acute Pharyngitis

Acute Pharyngitis

Introduction
Acute pharyngitis is the inflammation of the back of the throat (pharynx), commonly resulting in a sore throat. It is a frequently encountered condition that prompts individuals to seek medical advice.
Classification
Acute pharyngitis can be categorized based on its underlying cause:

Chronic Pharyngitis

Chronic Pharyngitis

Chronic pharyngitis refers to persistent inflammation of the pharyngial mucosa.
Etiology
It often arises from persistent viral or bacterial infections affecting sinuses and tonsils.
Additional contributing factors include inadequate dental hygiene, mouth breathing, recurring tonsillitis, allergic rhinitis, laryngopharyngeal reflux, and exposure to smoke, chemicals, and other environmental pollutants. Allergic reactions to pollen, mold, and pet dander, chronic cough, excessive voice usage,...

The Scientific Method in Nursing Process

The Scientific Method in Nursing Process

The scientific method provides the foundation for any research. It is the most reliable and objective of all forms of gaining knowledge and guides in applying research-based evidence in practice and conducting future research.
When using research findings to change practice, one must understand the process used to guide a study. The scientific method is a systematic, step-by-step process that supports the data's validity, reliability, and generalizability. As a result, findings can be...

Effects of EDTA on End-Point Detection Methods

Effects of EDTA on End-Point Detection Methods

Different methods, such as visual observance of metal-ion indicators, spectroscopic techniques, and potentiometric methods, can determine the endpoint of an EDTA titration.
In the visual method, metal-ion indicators (metallochromic dyes), which have distinct colors in their free and complex forms, are added to the mixture to signal the titration's end point. They form stable complexes with metal ions, but these complexes are weaker than the corresponding metal–EDTA complexes. As a...

Precipitation Titration: Endpoint Detection Methods

Precipitation Titration: Endpoint Detection Methods

In argentometric precipitation titrations, endpoints can be detected visually by the Mohr, Volhard, and Fajans methods. In the Mohr method, adding a soluble chromate indicator gives an initial yellow color to the analyte solution. As the titrant is added, the first excess of silver ions forms a red silver chromate precipitate, marking the endpoint. The solution pH should be maintained at about 8 by adding solid CaCO3.
In the Volhard method, a standard excess of AgNO3 is first added to the...

Processes of Self-Presentation

Processes of Self-Presentation

Effective self-presentation is a central component of social interaction and identity construction. It relies on the dynamic processes of defining the situation and engaging in self-disclosure. These mechanisms help individuals navigate social context expectations and manage how others perceive them, fostering mutual understanding and relationship development.Defining the SituationSocial situations are shaped by collectively understood frames—a set of widely understood rules or...

You might also read

Related Articles

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

Sort by

Same author

AI home monitoring for behavioral markers of cerebrovascular disease.

NPJ digital medicine·2026

Same author

An Interpretable AI for Smart Homes: Identifying Fall Prevention Strategies for Older Adults Using Multimodal Deep Learning.

IEEE journal of biomedical and health informatics·2025

Same author

An IoT-Enabled mHealth Sensing Approach for Remote Detection of Keratoconus Using Smartphone Technology.

Sensors (Basel, Switzerland)·2025

Same author

Wheeze and Crackle Discrimination Algorithm in Pneumonia Respiratory Signals.

Conference proceedings. IEEE Colombian Conference on Communications and Computing·2025

Same author

A Novel Prediction Method for Glaucoma Detection Using Retinographies.

Colombian Caribbean Conference : (C3), IEEE·2024

Same author

Inhalation Injury Grading Using Transfer Learning Based on Bronchoscopy Images and Mechanical Ventilation Period.

Sensors (Basel, Switzerland)·2022

Search research articles

Related Experiment Video

Updated: Jan 21, 2026

Author Spotlight: A Smartphone-Based Imaging Method for C. elegans Lawn Avoidance Assay

Author Spotlight: A Smartphone-Based Imaging Method for C. elegans Lawn Avoidance Assay

Published on: February 24, 2023

Novel Image Processing Method for Detecting Strep Throat (Streptococcal Pharyngitis) Using Smartphone.

Behnam Askarian¹, Seung-Chul Yoo², Jo Woon Chong³

¹Department of Electrical and Computer Engineering, Texas Tech University, Lubbock, TX 79409, USA.

Sensors (Basel, Switzerland)

|July 31, 2019

Summary

This summary is machine-generated.

A new smartphone method accurately detects strep throat infections using a camera and flashlight. This low-cost gadget offers a promising tool for rapid diagnosis of streptococcal pharyngitis.

Keywords:

classification color space image processing smartphone strep throat

More Related Videos

Fluorescent Paper Strips for the Detection of Diesel Adulteration with Smartphone Read-out

Fluorescent Paper Strips for the Detection of Diesel Adulteration with Smartphone Read-out

Published on: November 9, 2018

Smartphone Fundus Photography

Smartphone Fundus Photography

Published on: July 6, 2017

Related Experiment Videos

Last Updated: Jan 21, 2026

Author Spotlight: A Smartphone-Based Imaging Method for C. elegans Lawn Avoidance Assay

Author Spotlight: A Smartphone-Based Imaging Method for C. elegans Lawn Avoidance Assay

Published on: February 24, 2023

Fluorescent Paper Strips for the Detection of Diesel Adulteration with Smartphone Read-out

Fluorescent Paper Strips for the Detection of Diesel Adulteration with Smartphone Read-out

Published on: November 9, 2018

Smartphone Fundus Photography

Smartphone Fundus Photography

Published on: July 6, 2017

Area of Science:

Medical Diagnostics
Biomedical Engineering
Machine Learning

Background:

Strep throat (streptococcal pharyngitis) diagnosis typically requires clinical assessment and laboratory tests.
There is a need for accessible, rapid, and accurate point-of-care diagnostic tools.

Purpose of the Study:

To develop and validate a novel smartphone-based method for detecting strep throat.
To utilize smartphone camera and flashlight functionalities with an add-on gadget for image acquisition.

Main Methods:

Acquisition of throat images using a smartphone with a custom-designed gadget to minimize light reflection.
Image processing involving color transformation and correction algorithms.
Classification of strep throat from healthy throats using machine learning techniques and k-fold validation.

Main Results:

The developed smartphone-based method achieved an average accuracy of 93.75%.
The system demonstrated an average specificity of 88% and sensitivity of 87.5% in detecting strep throat.
The k-fold validation technique effectively determined the best decision boundary for classification.

Conclusions:

The proposed smartphone-based method provides a highly accurate and accessible approach for strep throat detection.
This technology has the potential to improve early diagnosis and management of streptococcal pharyngitis, especially in resource-limited settings.