health and wellness
A smartphone’s camera and flash could help people measure blood oxygen levels at home
When we breathe in, our lungs fill with oxygen, which is distributed to our red blood cells for transportation throughout our bodies. Our bodies need a lot of oxygen to function, and healthy people have at least 95% oxygen saturation all the time.
Last Updated on May 21, 2024 by Daily News Staff
Dennis Wise/University of Washington
In a proof-of-principle study, University of Washington and University of California San Diego researchers have shown that smartphones are capable of detecting blood oxygen saturation levels down to 70%. The technique involves having participants place their finger over the camera and flash of a smartphone, which uses a deep-learning algorithm to decipher the blood oxygen levels from the blood flow patterns in the resulting video.
In a proof-of-principle study, University of Washington and University of California San Diego researchers have shown that smartphones are capable of detecting blood oxygen saturation levels down to 70%. The technique involves having participants place their finger over the camera and flash of a smartphone, which uses a deep-learning algorithm to decipher the blood oxygen levels from the blood flow patterns in the resulting video.
Newswise — First, pause and take a deep breath.
When we breathe in, our lungs fill with oxygen, which is distributed to our red blood cells for transportation throughout our bodies. Our bodies need a lot of oxygen to function, and healthy people have at least 95% oxygen saturation all the time.
Conditions like asthma or COVID-19 make it harder for bodies to absorb oxygen from the lungs. This leads to oxygen saturation percentages that drop to 90% or below, an indication that medical attention is needed.
In a clinic, doctors monitor oxygen saturation using pulse oximeters — those clips you put over your fingertip or ear. But monitoring oxygen saturation at home multiple times a day could help patients keep an eye on COVID symptoms, for example.
In a proof-of-principle study, University of Washington and University of California San Diego researchers have shown that smartphones are capable of detecting blood oxygen saturation levels down to 70%. This is the lowest value that pulse oximeters should be able to measure, as recommended by the U.S. Food and Drug Administration.
The technique involves participants placing their finger over the camera and flash of a smartphone, which uses a deep-learning algorithm to decipher the blood oxygen levels. When the team delivered a controlled mixture of nitrogen and oxygen to six subjects to artificially bring their blood oxygen levels down, the smartphone correctly predicted whether the subject had low blood oxygen levels 80% of the time.
The team published these results Sept. 19 in npj Digital Medicine.
“Other smartphone apps that do this were developed by asking people to hold their breath. But people get very uncomfortable and have to breathe after a minute or so, and that’s before their blood-oxygen levels have gone down far enough to represent the full range of clinically relevant data,” said co-lead author Jason Hoffman, a UW doctoral student in the Paul G. Allen School of Computer Science & Engineering. “With our test, we’re able to gather 15 minutes of data from each subject. Our data shows that smartphones could work well right in the critical threshold range.”
Another benefit of measuring blood oxygen levels on a smartphone is that almost everyone has one.
“This way you could have multiple measurements with your own device at either no cost or low cost,” said co-author Dr. Matthew Thompson, professor of family medicine in the UW School of Medicine. “In an ideal world, this information could be seamlessly transmitted to a doctor’s office. This would be really beneficial for telemedicine appointments or for triage nurses to be able to quickly determine whether patients need to go to the emergency department or if they can continue to rest at home and make an appointment with their primary care provider later.”
The team recruited six participants ranging in age from 20 to 34. Three identified as female, three identified as male. One participant identified as being African American, while the rest identified as being Caucasian.
To gather data to train and test the algorithm, the researchers had each participant wear a standard pulse oximeter on one finger and then place another finger on the same hand over a smartphone’s camera and flash. Each participant had this same set up on both hands simultaneously.
“The camera is recording a video: Every time your heart beats, fresh blood flows through the part illuminated by the flash,” said senior author Edward Wang, who started this project as a UW doctoral student studying electrical and computer engineering and is now an assistant professor at UC San Diego’s Design Lab and the Department of Electrical and Computer Engineering.
“The camera records how much that blood absorbs the light from the flash in each of the three color channels it measures: red, green and blue,” said Wang, who also directs the UC San Diego DigiHealth Lab. “Then we can feed those intensity measurements into our deep-learning model.”
Each participant breathed in a controlled mixture of oxygen and nitrogen to slowly reduce oxygen levels. The process took about 15 minutes. For all six participants, the team acquired more than 10,000 blood oxygen level readings between 61% and 100%.
The researchers used data from four of the participants to train a deep learning algorithm to pull out the blood oxygen levels. The remainder of the data was used to validate the method and then test it to see how well it performed on new subjects.
“Smartphone light can get scattered by all these other components in your finger, which means there’s a lot of noise in the data that we’re looking at,” said co-lead author Varun Viswanath, a UW alumnus who is now a doctoral student advised by Wang at UC San Diego. “Deep learning is a really helpful technique here because it can see these really complex and nuanced features and helps you find patterns that you wouldn’t otherwise be able to see.”
The team hopes to continue this research by testing the algorithm on more people.
“One of our subjects had thick calluses on their fingers, which made it harder for our algorithm to accurately determine their blood oxygen levels,” Hoffman said. “If we were to expand this study to more subjects, we would likely see more people with calluses and more people with different skin tones. Then we could potentially have an algorithm with enough complexity to be able to better model all these differences.”
But, the researchers said, this is a good first step toward developing biomedical devices that are aided by machine learning.
“It’s so important to do a study like this,” Wang said. “Traditional medical devices go through rigorous testing. But computer science research is still just starting to dig its teeth into using machine learning for biomedical device development and we’re all still learning. By forcing ourselves to be rigorous, we’re forcing ourselves to learn how to do things right.”
Additional co-authors are Xinyi Ding, a doctoral student at Southern Methodist University; Eric Larson, associate professor of computer science at Southern Methodist University; Caiwei Tian, who completed this research as a UW undergraduate student; and Shwetak Patel, UW professor in both the Allen School and the electrical and computer engineering department. This research was funded by the University of Washington. The researchers have applied for a patent that covers systems and methods for SpO2 classification using smartphones (application number: 17/164,745).
Source: University of Washington
Health
How Young Adults Can Build a Healthier Future
Bridging national service and public health, the initiative supports a diverse group of early career professionals working to address today’s public health challenges in a range of roles
(Family Features) Shaping the future of public health into an equitable one means ensuring all people and communities have access to the health care and resources they need to live well. The nation requires a strong, diverse public health workforce to accomplish that goal.
That’s why AmeriCorps and the Centers for Disease Control and Prevention launched Public Health AmeriCorps – to support the recruitment, training and development of early career public health workers who can serve their local communities.
Bridging national service and public health, the initiative supports a diverse group of early career professionals working to address today’s public health challenges in a range of roles, including:
- Health education and training
- Community outreach and engagement
- System navigation, referrals and linkage to care
- Research, data collection, analysis and assessment
What Members are Saying
Everyone was impacted by the COVID-19 pandemic – including Dionne Johnson, who lost a loved one to the virus.
“I had a family member die from COVID-19, and it really touched me,” Johnson said. “That gave me the passion and lit the fire under me to actually pursue a career in public health.”
Now, Johnson is realizing her dreams of transforming public health in her community. In her work, she wants to teach people in Black and brown communities how they can learn to be healthy and advocate for themselves.
Another member, Jaiden Singh, is the son of immigrants. Singh launched a promising career in public health so he can give back to the community where he grew up.
“Being a part of the organization not only has really supplemented my education that I’m working toward in public health and policy, it has also given me the opportunity to do work that I am really passionate about in a community that I have known all my life and really do love,” Singh said. “I would highly recommend being a part of this really valuable and inspiring community.”
Action That Creates Impact
The diverse work of Public Health AmeriCorps benefits not only program members but also the communities they serve. As examples of the program at work, members have:
- Provided overdose rescue education, raised awareness about opioid use disorder and harm reduction strategies and distributed overdose rescue kits containing naloxone (an overdose-reversing nasal spray).
- Held back-to-school COVID-19 testing events, distributed early childhood health education and built community gardens in underserved communities.
- Participated in a community mental health crisis intervention system to assess, stabilize and link people in crisis to follow-up care and services.
- Supported elementary schools as part of a dental hygiene program that sends out staff and volunteers to provide free teeth cleanings to students.
Learn More and Apply
If you want to start your career and make a difference in public health, consider member benefits such as:
- Education awards to apply to higher education or student loan forgiveness
- Student loan deferment and forbearance
- Living allowance
- Hands-on experience
- Training from experts
Visit AmeriCorps.gov/PublicHealth for a list of opportunities to serve and contact your desired opportunity by phone or email to learn more and apply. You can also subscribe to the newsletter to learn more about the initiative.
SOURCE:
AmeriCorps
Lifestyle
Saving a Life This Summer: Ways to Step Up Safety Practices
Regardless of where you are, summer is a reminder that emergencies like cardiac arrest can happen anywhere. Take the safety of those around you into your own hands this summer with this checklist.
(Feature Impact) The busy summer season can take you almost anywhere – baseball fields, backyard cookouts, long workdays or road trips across the country. Regardless of where you are, summer is a reminder that emergencies like cardiac arrest can happen anywhere.
More than 350,000 out-of-hospital cardiac arrests occur in the United States each year, and 90% of people will not survive, according to the American Heart Association, a nonprofit organization devoted to changing the future for a world of healthier lives for all. Sudden cardiac arrest can happen anytime, anywhere. People often hesitate to step in. In fact, nearly 2 out of 3 adults believe CPR can only be performed by medical professionals. This mistaken belief can cost lives and contributes to the low survival rate.
Ordinary people have extraordinary power. You don’t need to wear scrubs or have a medical background to save a life – you just need the courage to act.
Take the safety of those around you into your own hands this summer with this checklist.
Plan Ahead
Summer is often a time for welcome disruptions, including vacations, camps, sports and parties. Before traveling or attending events, check if your destination has a cardiac emergency response plan, which establishes specific steps to reduce death from cardiac arrest in any setting, from schools and community organizations to workplaces and sports facilities.
Learn CPR
Cardiac arrest can happen anywhere: at home, at work, in schools, at a soccer game or on vacation. When it happens, the first chance for survival often rests with the people nearby.
Anyone can be the difference before professional help arrives. The power to save a life is in your hands. CPR is a human responsibility, not just a medical skill. When friends, family or even strangers step in during cardiac emergencies, survival rates can double or even triple.
Hands-Only CPR for adults consists of two easy steps:
- Call 9-1-1 or shout for someone else to call.
- Push hard and fast in the center of the chest to the beat of a familiar song that’s 100-120 beats per minute, such as “Stayin’ Alive” by the Bee Gees.
Share Resources with Your Family and Community
Once you’ve learned simple, two-step Hands-Only CPR, share resources with your community to help expand the American Heart Association’s Nation of Lifesavers. Raising awareness with family, neighbors and colleagues can help people feel confident in the face of an emergency.
Families can watch short instructional videos that demonstrate the life-saving steps for adults as well as techniques for infants and children.
Travelers can also get trained in about 5 minutes with a Hands-Only CPR Kiosk, located in many airports and public spaces across the country.
To find more information about learning CPR, visit Heart.org/Nation.
Summer Safety Tips
In addition to learning CPR and sharing valuable resources with your family and community, consider these ways to keep yourself and loved ones safe throughout the summer months.
- Stay Hydrated: High temperatures can quickly lead to dehydration and heat-related illness. Drink water regularly throughout the day, especially during outdoor activities, and pack extra water when away from home.
- Protect Your Skin: Hats, sunglasses and lightweight clothing can protect skin from sun exposure, but it’s important to use broad-spectrum sunscreen and reapply every 2 hours.
- Swim with a Buddy: Hopping in a pool, lake or ocean is a hallmark of summer but can be dangerous without precautions. Never swim alone and ensure children are always supervised by an adult near water.
- Identify the Locations of Safety Equipment: When attending camps, heading to a sporting event or enjoying the pool or beach, identify where lifeguards, AEDs and emergency exits are located. Knowing where to find help can save valuable time when every second counts.
- Practice Grill Safety: Some of your most memorable summer moments may happen during a backyard barbecue or cookout, and it’s important to keep those gatherings safe. Use grills away from homes, decks and dry grass. Never leave them unattended while cooking, and be sure kids and pets stay at a safe distance from hot surfaces.
Saving a Life Within 1 Year of Learning CPR
On a chilly Tuesday, dawn was breaking as Matthew Lynch reached his highway exit, but traffic was backed up at a particular intersection. He waited through three cycles before finally getting close enough to see the holdup: a stalled SUV.
While most cars buzzed by, Lynch moved slowly and peered into the vehicle. He saw people inside and parked his sedan, flipped on the hazard lights and ran to the stalled SUV. As he knocked on the driver’s window, there was no response. The doors were locked. Two people – a male driver and female passenger – were unresponsive.
Lynch ran back to his own car and called 9-1-1 before managing to open the driver’s side door. He discovered the driver was not breathing normally, signaling to Lynch he’d need to start CPR – which he’d learned 10 months earlier during a training session he’d helped organize for a work-sponsored men’s group.
Knowing he had to do something, Lynch started pushing hard and fast in the center of the man’s chest. Within a minute, the man gasped for breath.
Just as Lynch leaned over to see if he could help the female passenger, first responders arrived and Lynch backed away, knowing there was nothing more he could do.
“It was just a lot to take in,” said Lynch, a member of the American Heart Association’s 2026 Nation of Lifesavers Class, a small group of volunteers, dedicated to raising awareness of CPR by sharing their own personal stories of survival or rescue. “Mostly I felt an incredible sense of gratitude that I could help someone.”
A strong admirer of the Good Samaritan parable, Lynch is always on the lookout for the opportunity to help others. He learned a lot about himself in that moment and about the importance of learning CPR, along with the confidence that comes from knowing you could be a lifesaver.
“I quickly realized the certification was way less important than the actual CPR training,” he said. “Your ability to help in any capacity is better than doing nothing. If I hadn’t done that training, I probably would not have helped.”
SOURCE:
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News
How healthy is Sodastream?
The SodaStream Sparkling Water Maker is a device that forces carbon dioxide (CO2) gas (stored under pressure in a cylinder) into water, making it sparkling (fizzy)
Sodastream machines have been gaining popularity in recent years as an alternative to store-bought soft drinks. Not only are they more environmentally friendly, but they also offer several health benefits compared to traditional sodas.
Reduced Sugar Intake
One of the most significant health benefits of using a Sodastream machine is reducing sugar intake. Traditional sodas are loaded with sugar, and excessive sugar intake can lead to weight gain, obesity, and other health problems such as Type 2 diabetes. With a Sodastream machine, you can control the amount of sugar you add to your drink, allowing you to enjoy a refreshing beverage without the harmful effects of excessive sugar consumption.
No Artificial Sweeteners
Many store-bought soft drinks contain artificial sweeteners, which can have negative health effects such as headaches and digestive problems. Sodastream machines, on the other hand, allow you to use natural sweeteners such as fruit extracts, honey or agave nectar, giving you a healthier and more natural alternative.
No Preservatives
Another advantage of using a Sodastream machine is that you can avoid preservatives commonly found in store-bought soft drinks. Preservatives such as sodium benzoate and potassium sorbate have been linked to health problems such as cancer and allergies. By making your own drinks, you can avoid these harmful additives and enjoy a healthier, preservative-free beverage.
Eco-Friendly
In addition to the health benefits, using a Sodastream machine is also environmentally friendly. Traditional soft drinks are packaged in plastic bottles or cans, which contribute to environmental pollution. With a Sodastream machine, you can reuse the same bottle multiple times, reducing waste and helping to reduce your carbon footprint.
Variety
Finally, Sodastream machines offer a wide variety of flavors and options, allowing you to customize your drink to your liking. You can mix and match different flavors or create your own unique blends, giving you a healthier and more enjoyable alternative to traditional sodas.
In conclusion, Sodastream machines offer several health benefits compared to traditional store-bought soft drinks. By reducing sugar intake, avoiding artificial sweeteners and preservatives, and being eco-friendly, they offer a healthier and more sustainable alternative to traditional soft drinks. Moreover, with a wide variety of flavors and options, you can customize your drink to your liking, making it a fun and enjoyable way to stay healthy.
