|Home||Internet of Things||Aerospace||Apparel||Energy||Defense||Health Care||Logistics||Manufacturing||Retail|
Wireless Sensor Listens for Troubling Coughs
CoughAware has been designed to help caregivers of young or elderly patients to respond quickly to impeding respiratory attacks, and possibly avoid the need for hospitalization.
Jul 21, 2016—
Quvium, a U.K. startup, has partnered with DSP Concepts, a Silicon Valley firm that sells digital signal-processing technology, to create a wearable device that monitors the coughing sounds of patients with asthma, chronic obstructive pulmonary disease (COPD) or other chronic respiratory ailments, in order to alert caregivers when a patient is likely to have an acute attack that could result in hospitalization. Dubbed CoughAware, the device will soon be validated by physicians and technologists at London's King's College, in advance of a clinical trial in the United Kingdom.
"We looked at the progression of respiration problems and found that there are indicators of an [acute attack] beginning six to eight hours before it occurs," says Steve Schmidt, Quvium's CEO. He and James Collins, Quvium's product development lead, began developing an algorithm designed to discriminate coughing indicative of asthma attacks or acute events related to other ailments, including COPD and cystic fibrosis. They then worked with DSP Concepts to integrate this algorithm into other sound-processing algorithms—which could discriminate a cough from, say, a barking dog—and DSP Concepts' machine-learning software, all of which run on the wearable device.ARM Cortex-M7 processor that runs the DSP Concepts software, a subscriber identity module (SIM) card, and a battery that powers the device and is recharged via a USB Micro2 port. It has no moving parts and is roughly the size of a large automobile key fob. To initiate the device and pair it to a patient, he or she coughs three or four times near the device. According to Schmidt, the algorithms collect and analyze the sound of the coughs to personalize it to the user based on its pitch and sound profile, which is unique to each person based on the size and capacity of his or her lungs.
"The device is always listening, and there are a variety of algorithms running on the processor," explains Paul Beckmann, DSP Concepts' CEO. "The algorithms are asking, 'Is anything happening in the room? Is it a cough?'" If the software determines that it is a cough, then "the heavy-duty machine-learning algorithms kick in" to determine if the cough indicates a worsening condition that will lead to an acute attack. In this way, he explains, "You slowly increase the level of computation to conserve battery strength," because the machine-learning algorithms require significantly more computational power than the initial sound discriminations.
The device can be worn on a lanyard around the neck, but it does not need to be on a user's person in order to work since it tracks only sound, and not body vibrations, temperature or other variables that would require it to be worn. However, the microphone must be within 12 feet of the patient to process the coughing sounds, so most individuals would likely carry the device in a pocket or on the lanyard.
When coughing indicates an impending attack, the device transmits a message to CoughAware's cloud-based software via the nearest cellular communications tower. A text message is then automatically dispatched to the smartphones of one or more caretakers, alerting them that the patient is showing early signs of an attack. If there are multiple caretakers present, the first to respond can use the smartphone to send a reply text message to all of the others, notifying them that he or she is with or on the way to the patient.
Quvium is targeting the product to caretakers of children and the elderly, because research suggests that they are in greater need of assistance in responding early when respiratory ailments worsen. The hope is that if patients can take medicine or use devices such as inhalers early on during an attack, they can avoid trips to the emergency room and, especially for the elderly, prevent the cough from progressing into a direr ailment, such as a lung infection.
The system's simplicity will be a key selling point, Schmidt says, especially since young and old patients are not likely to have a smartphone of their own, and because a caretaker need not download an application to his or her phone.
Login and post your comment!
Not a member?
Signup for an account now to access all of the features of RFIDJournal.com!
SEND IT YOUR WAY
RFID JOURNAL EVENTS
ASK THE EXPERTS
Simply enter a question for our experts.
|RFID Journal LIVE!||RFID in Health Care||LIVE! LatAm||LIVE! Brasil||LIVE! Europe||RFID Connect||Virtual Events||RFID Journal Awards||Webinars||Presentations|