JUN 10, 2019 6:35 AM PDT

Smartphone App May Diagnose Childhood Respiratory Problems

WRITTEN BY: Nouran Amin

Smartphone apps with incorporated automated cough analysis technology could help in the diagnosis of childhood respiratory disorders.

Specifically, in a multi-disciplinary study published in the open access journal Respiratory Research, scientists at Curtin University and The University of Queensland, Australia, have demonstrated that that a smartphone app held high accuracy (between 81% and 97%) in diagnosing a broad spectrum of childhood respiratory disorders such as asthma, croup, pneumonia, lower respiratory tract disease and bronchiolitis.

"It can be difficult to differentiate between respiratory disorders in children, even for experienced doctors. This study demonstrates how new technology, mathematical concepts, machine learning and clinical medicine can be successfully combined to produce completely new diagnostic tests utilizing the expertise of several disciplines,” says Dr. Paul Porter, corresponding author of the study.

The app was developed based on similar technology used in speech recognition by recognizing features of coughs that are unique to the five different respiratory diseases. Upon developing the app, researchers used it to categorize coughs of 585 children between the ages of 29 days to 12 years who were patients treated at two hospitals in Western Australia.

Efficacy of the automated cough analyzer was determined through comparative analysis between the technology’s own diagnosis versus the diagnosis determined by a panel of pediatricians based on their findings from imaging results, laboratory results, hospital charts, and all other available clinical investigations.

Learn more about how to recognize clinical features of common pediatric respiratory problems:

Further analysis showed that the technology is able to accurately diagnosis without the need of a clinical examination by a physician, which addresses a major limiting feature of present telehealth consultations used to provide clinical services remotely. Additionally, not requiring the need for a clinical examination may allow targeted treatments to begin sooner.

"As the tool does not rely on clinical investigations, it can be used by health care providers of all levels of training and expertise. However, we would advise that where possible the tool should be used in conjunction with a clinician to maximize the clinical accuracy,” says Dr. Porter.

Source: Science Daily

About the Author
  • Nouran earned her BS and MS in Biology at IUPUI and currently shares her love of science by teaching. She enjoys writing on various topics as well including science & medicine, global health, and conservation biology. She hopes through her writing she can make science more engaging and communicable to the general public.
You May Also Like
JUL 22, 2020
Technology
Software Capabilities for Self-Driving Cars
JUL 22, 2020
Software Capabilities for Self-Driving Cars
Self-driving (autonomous) cars have already hit the road. The software capability of these cars, especially those that r ...
AUG 25, 2020
Technology
Real-Time Robots
AUG 25, 2020
Real-Time Robots
Robots that can detect real-time change? U.S. Army scientists demonstrate the world’s first human-robot team that ...
AUG 20, 2020
Technology
Smartphones That Can Tell If You Are Intoxicated
AUG 20, 2020
Smartphones That Can Tell If You Are Intoxicated
Smartphones have been under scrutiny for how much data they can capture about someone. Well, now they can apparently not ...
OCT 19, 2020
Clinical & Molecular DX
Making Capillary Electrophoresis Accessible for Any Lab
OCT 19, 2020
Making Capillary Electrophoresis Accessible for Any Lab
Analyzing nucleic acids through gel electrophoresis has been a staple of genetic research for decades. But using traditi ...
OCT 23, 2020
Space & Astronomy
Astronomers Merge AI and Photonics to Find New Earths
OCT 23, 2020
Astronomers Merge AI and Photonics to Find New Earths
Researchers from the University of Sydney have developed a new type of sensor capable of measuring and correcting starli ...
OCT 24, 2020
Clinical & Molecular DX
Software Flags Elevated Cerebral Palsy Risk in Premies
OCT 24, 2020
Software Flags Elevated Cerebral Palsy Risk in Premies
Diagnostic imaging scientists have developed a software tool for predicting the future onset of cerebral palsy in babies ...
Loading Comments...