Breaking News
April 25, 2019 - Healthy meal kits can boost children’s long-term health
April 25, 2019 - Designing an inexpensive surgical headlight: A Q&A with a Stanford surgeon
April 25, 2019 - States Weigh Banning A Widely Used Pesticide Even Though EPA Won’t
April 25, 2019 - Integrator complex proteins are crucial for healthy brain development in fruit flies, study finds
April 25, 2019 - Measles vaccination rates are a ‘public health time bomb’
April 25, 2019 - Maths made easier for scientists students who shun the subject wins award
April 25, 2019 - Researchers decode how cancer drug works in brains of Parkinson’s disease patients
April 25, 2019 - Smarter Brain Cancer Trial Comes to Columbia
April 25, 2019 - Researchers Seek Sage Advice Of Elders On Aging Issues
April 25, 2019 - New chemical synthesis strategy leads to identification of novel, simpler derivatives
April 25, 2019 - Vanderbilt investigators discover link between vascular biology and eye disease
April 25, 2019 - Feces transplantation is effective and provides economic benefits
April 25, 2019 - Eisenhower Health first in Southern California to offer new lung valve treatment for COPD/emphysema
April 25, 2019 - Johns Hopkins researchers uncover role of neurotransmitter in the spread of aggressive cancers
April 25, 2019 - Porvair Sciences offers highly effective P3 microplate for biological sample clean-up
April 25, 2019 - Air pollution increases risk for respiratory hospitalization among childhood cancer survivors
April 25, 2019 - We are sitting more! How bad is that?
April 25, 2019 - Majority of stroke survivors not screened for osteoporosis, despite increased risk
April 25, 2019 - ADHD Screening: MedlinePlus Lab Test Information
April 25, 2019 - Cellular alterations increase vulnerability of obese and diabetic individuals to infection
April 25, 2019 - Association Insurance Pushes On Despite Court Ruling
April 25, 2019 - Traditional and e-cigarette users may be more receptive to smoking cessation interventions
April 25, 2019 - Delving into tumor’s cellular lineage may offer clues for customized therapies
April 25, 2019 - Two studies uncover brain mechanisms underlying decision making process
April 25, 2019 - Cardiometabolic Risk Better ID’d in Children Reclassified to Higher BP
April 25, 2019 - How the obesity epidemic is taking a toll on our bones and joints
April 25, 2019 - E-cigarettes contaminated with dangerous microbial toxins
April 25, 2019 - Researchers document specific characteristics of storefront tobacco advertisements
April 25, 2019 - Oncotype DX-guided treatment could reduce cost for breast cancer care, study suggests
April 25, 2019 - Predicting whether a patient will benefit from chemotherapy
April 25, 2019 - New review highlights how lifestyle affects our genes
April 25, 2019 - Study provides evidence that blood tests can detect Alzheimer’s risk
April 25, 2019 - Computer program mimics natural speech using brain signals from epilepsy patients
April 25, 2019 - Physicians turning to antibiotic alternatives for long-term acne treatment
April 25, 2019 - Preschool Is Prime Time to Teach Healthy Lifestyle Habits
April 25, 2019 - Study finds insidious and persistent discrimination among physician mothers
April 25, 2019 - Newly identified skin-gut communication helps illuminate link between food allergy and eczema
April 25, 2019 - Thiazide use linked with reduced risk of low energy fractures in people with Alzheimer’s
April 25, 2019 - Some women are biologically more resilient than others to PTSD
April 25, 2019 - The Current issue of “The view from here” is concerned with Partnerships and Alliances
April 25, 2019 - Imaging method reveals long-lived patterns in cells of the eye
April 25, 2019 - Podcast: KHN’s ‘What The Health?’ The Abortion Wars Rage On
April 25, 2019 - Prolonged exposure therapy is more effective in treating veterans with PTSD, alcohol use disorder
April 24, 2019 - Our artificial cornea breakthrough could lead to self-assembling organs
April 24, 2019 - A Stanford black, female, gay surgery resident speaks out
April 24, 2019 - Donna Lynne on Extreme Sports, Lessons From the '60s, and Taking CUIMC to the Next Level
April 24, 2019 - Pain Clinics’ Doctors Needlessly Tested Hundreds Of Urine Samples, Court Records Show
April 24, 2019 - Researchers uncover potential clue to halt destruction of nerve cells in people with ALS
April 24, 2019 - Study uncovers reasons for poor mental health in bisexual people
April 24, 2019 - Screenings, interventions, and referrals can help adolescents overcome substance abuse
April 24, 2019 - Febrile seizures following vaccination are self-resolving and not dangerous
April 24, 2019 - Flow-UV inline UV-Visible spectrometer monitors dispersion in real time
April 24, 2019 - Rates of Marijuana Use in Cancer Patients on the Rise in U.S.
April 24, 2019 - Versatile drug may protect baby from hazards of intraamniotic infections
April 24, 2019 - Financial transparency may diminish trust in doctors, new study finds
April 24, 2019 - Calling all Riders: Velocity Extends Free Registration 
April 24, 2019 - The Homeless Are Dying In Record Numbers On The Streets Of L.A.
April 24, 2019 - Researchers use brain scans to provide better understanding of unconscious bias
April 24, 2019 - Blocking BRAF ubiquitination may be an effective treatment approach in melanoma
April 24, 2019 - Simple mobility test helps predict hospital readmission in elderly heart attack patients
April 24, 2019 - Novel fluorescence imaging system helps surgeons remove small ovarian tumors
April 24, 2019 - Uncovering the Structure of HIV Integrase to Inform Drug Discovery
April 24, 2019 - Medical Marijuana Use Rising Among Cancer Patients
April 24, 2019 - Artificial intelligence approach optimizes embryo selection for IVF
April 24, 2019 - Doctor or detective? Sleuthing mysteries in medical school
April 24, 2019 - CUIMC Community Gives Blood During Spring 2019 Columbia University Blood Drive
April 24, 2019 - Americans Overwhelmingly Want Federal Protections Against Surprise Medical Bills
April 24, 2019 - Making Laboratories More Efficient with the Most Modern LIMS on the Market
April 24, 2019 - Treating cancer patients with personalized, combination therapies improves outcomes
April 24, 2019 - Researchers engineer new molecules to help stop lung cancer
April 24, 2019 - Acupuncture can be a wonderful tool for preventing number of diseases
April 24, 2019 - Daily life disability before hip replacement may predict poor post-operative outcomes
April 24, 2019 - Study finds involuntary staying in housing estates to be a potential health risk
April 24, 2019 - Older kidney disease patients starting dialysis die at higher rates than previously thought
April 24, 2019 - Time-restricted eating shows promise for controlling blood glucose levels
April 24, 2019 - Ambiguous genitalia in newborns may be more common than previously thought
April 24, 2019 - Research provides important insight on the brain-body connection
April 24, 2019 - In 10 Years, Half Of Middle-Income Elders Won’t Be Able To Afford Housing, Medical Care
April 24, 2019 - Researchers study how E. coli clones have become major cause of drug-resistant infections
April 24, 2019 - Bacterial and fungal toxins found in popular electronic cigarettes
Wearable monitor uses AI to diagnose heart rhythm and respiratory problems

Wearable monitor uses AI to diagnose heart rhythm and respiratory problems

image_pdfDownload PDFimage_print

A Cambridge start-up has developed a low-cost next-generation wearable heart and cardiovascular function monitor which uses AI to diagnose heart rhythm and respiratory problems in real time.

The company, Cambridge Heartwear, hopes to use its wireless monitor to improve the detection of irregular and dangerous heart rhythms and reduce the impact of stroke and stroke-related mortality and morbidity, which affects 120,000 people in the UK each year.

Professor Roberto Cipolla from Cambridge’s Department of Engineering met cardiologist and clinical academic Dr Rameen Shakur in 2015, a year after Roberto’s father had died of a stroke. Their ongoing research collaboration has now led to the formation of Cambridge Heartwear, a company based on the Cambridge Science Park.

The company’s device, called Heartsense, includes a multiple lead ECG, oxygen sensing, temperature and tracking device which can be comfortably worn by patients for early screening. Sensors are enclosed in a robust waterproof casing, and the data produced is far more sensitive than that from current single lead wearable devices, as the development team have used their knowledge of clinical anatomy and electrophysiology to place leads for maximal signal output.

This data is wirelessly streamed in real time to the cloud where adaptive AI algorithms are able to identify clinically relevant irregular and dangerous rhythms just as a physician would. The device incorporates multiple independent sensors, in order to produce more specific and sensitive data than current heart monitors can provide.

The research challenge was to produce algorithms that can learn from a limited amount of supervision from the cardiologist. “Our aim was not to replace the cardiologist, but to give them diagnostic support in real time,” said Cipolla.

To encourage the adoption by clinicians the team ensured that the output of the AI algorithms also included the information commonly used by a cardiologist. “This was not necessary for the final diagnosis but made the system a little more understandable and explainable than typical Deep Learning systems, which are still thought of as black boxes,” said Cipolla.

NHS figures suggest atrial fibrillation (AF), the most common heart rhythm disturbance encountered by doctors, affects in excess of one million people across the UK. According to national and international data, more than 80% of people who either die or are left with severe neurological deficits following a stroke had an irregular heartbeat as the underlying cause. However, irregular heartbeat is often diagnosed only after a person has had a stroke.

There are more than 100,000 strokes in the UK every year, and it is the fourth biggest killer in the in the UK, with more than 23,000 deaths last year. The NHS spends £2.5 billion annually on neurological treatment and rehabilitation for stroke patients.

“It makes sense to pick up AF before someone has a stroke and put preventative treatment in place,” said Shakur, who was formerly a Wellcome Trust Clinical Fellow at Cambridge and is now based at MIT. “Unfortunately, the technology and clinical care systems we currently have in place aren’t really doing this.”

Heart rhythms are currently measured by an electrocardiogram (ECG). To use an ECG as someone is going about their daily business, rather than in a GP surgery, a device called a Holter monitor is used. This requires fixing 12 leads to the patient’s chest and carrying the cumbersome device around for 24 hours.

It can take as long as four to six weeks from the time when a patient is referred by their GP to when the data from the Holter monitor is analysed and an irregular heartbeat is detected or not. Additionally, a Holter monitor costs as much as £2000.

“If you’re wearing an ECG over a long period of time, you’re collecting a huge amount of data,” said Shakur. “Finding an irregularity among all the normal rhythms can be like looking for a needle in a haystack. I wanted to automate this process, helping the patient to get a diagnosis and start on treatment.”

To solve this problem, Shakur began collaborating with Cipolla, a world leader in computer vision and real-world applications, and students from the Department of Engineering. The collaboration led to the founding of Cambridge Heartwear in 2017 and the development of the unique device and some powerful algorithms that can automatically interpret ECG data, which have an accuracy level in excess of 95%.

In 2017, the company secured funding to build and test 100 prototypes of the new heart monitor and to extend its AI capability. The Royal College of Art was also helped in the ergonomic design of the device. Heartsense will cost substantially less than a Holter monitor.

Clinical trials in Lancashire, UK have begun with patients enrolled from the primary care setting.

Source:

https://www.cam.ac.uk/research/news/low-cost-ai-heart-monitor-developed-by-cambridge-start-up

Tagged with:

About author

Related Articles