Your phone camera might have another useful feature beyond taking selfies.
Engineers at the University of California San Diego and the University of Washington published a study that showed a smartphone was capable of detecting blood oxygen levels almost on par with the industry standard medical device.
If you’ve ever gone into surgery, you’ve likely had a pocket-sized device, a pulse oximeter, clamped onto your finger to track the percentage of oxygen in your red blood cells. This kind of oxygen monitoring was especially useful for triaging patients with acute respiratory conditions during the pandemic.
Edward Wang, a professor of electrical and computer engineering at UC San Diego and one of the lead authors of the study, said a big part of what they do is to see what is possible with the tools we already have available, like a smartphone.
“The biggest difference between a medical device, how it’s made and how the smartphone-based health monitor works, is that we don’t have a perfect system and we have to use machine learning and a lot of data to sort of help us get to somewhere close to what would have been the perfect physical system, which is the medical device,” said Wang, who also is a faculty member of the university’s Design Lab.

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For people recovering from COVID-19 or other conditions, like asthma, which can make it harder for oxygen to get to the lungs, pulse oximeters can help them with regular observation at home. When a patient’s oxygen level drops to 90 percent or below, they need medical attention. A healthy person has an oxygen level of about 95 percent.
In the study, the researchers used a smartphone’s camera — with the flash on — to take a video of a person’s blood flow on one finger and track it with a pulse oximeter device on their other finger. The smartphone technique uses light to capture how the amount of oxygen in our blood changes colors.
“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,” Wang said.
He explained that as oxygen binds to hemoglobin, it changes the saturation of oxygen in your blood, and that translates to a change in the color of your blood.
From there they used a machine learning algorithm that tracks the pattern of changes at different oxygen levels. During a 15-minute period, each participant breathed in a controlled mixture of oxygen and nitrogen to slowly reduce their oxygen levels to simulate the changes.
The smartphone used in the study was able to detect a blood oxygen level as low as 70 percent, which is the lowest value that pulse oximeters should be able to measure according to the U.S. Food and Drug Administration.
The study was small in scale but comprehensive as it tested the smartphone technique on six people — ages 20 through 34 and evenly divided by participants who identify as male and female. One participant identified as African American while the rest identified as Caucasian.
There are variables, such as skin tone or muscle density, that can affect the results of a pulse oximeter reading so there is more work to be done on the technology and machine learning to account for those variables, Wang said.
The team of researchers noted that it will be a while before this smartphone technique can be widely used in households or clinics via a smartphone app. However, part of what they are doing is showing how these kinds of tools can be made more accessible, Wang said.
Four of the study’s authors, including Wang and Varun Viswanath, an electrical engineering student at UC San Diego, are inventors of the patent application for the technology behind the algorithm that makes the smartphone technique for pulse oximetry possible.
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How smart technology is impacting sustainability
RossHelen // Shutterstock
There will be about 29 billion smart devices worldwide by the end of 2022, according to Ericsson. While estimates for the exact number of connected devices in the world vary, industry experts agree that more people are adopting them every day. There were around 51 million homes using smart devices in the U.S. alone in 2021, according to a Berg Insight report.
While most of these devices are sold as ways to make homes more comfortable and save money on utilities and other costs, some are also compatible with the reduction of energy use and pollution. IoT Secure collected interesting facts and statistics about the impact of smart technology on sustainability efforts from industry experts and news reports.
The economic value potential of Internet of Things devices was at least $740 billion in 2021 and is expected to grow dramatically by 2030, according to a November 2021 report from McKinsey. Manufacturing is one of the world's largest industries, marked by cutting-edge technology since the advent of industrialization. One way smart devices and technology can support manufacturing and other industries is by helping to eliminate the waste created by human habits. Plus, fine-tuned computer sensors can switch off machinery more efficiently—and much faster when there's danger.

RossHelen // Shutterstock
There will be about 29 billion smart devices worldwide by the end of 2022, according to Ericsson. While estimates for the exact number of connected devices in the world vary, industry experts agree that more people are adopting them every day. There were around 51 million homes using smart devices in the U.S. alone in 2021, according to a Berg Insight report.
While most of these devices are sold as ways to make homes more comfortable and save money on utilities and other costs, some are also compatible with the reduction of energy use and pollution. IoT Secure collected interesting facts and statistics about the impact of smart technology on sustainability efforts from industry experts and news reports.
The economic value potential of Internet of Things devices was at least $740 billion in 2021 and is expected to grow dramatically by 2030, according to a November 2021 report from McKinsey. Manufacturing is one of the world's largest industries, marked by cutting-edge technology since the advent of industrialization. One way smart devices and technology can support manufacturing and other industries is by helping to eliminate the waste created by human habits. Plus, fine-tuned computer sensors can switch off machinery more efficiently—and much faster when there's danger.

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How smart technology is impacting sustainability
RossHelen // Shutterstock
LED bulbs already use 75% less energy than traditional incandescent light bulbs. When you add smart lights, which can power lights on before you get home from work, you can save even more energy. That could mean your lights are on for almost 50% less time throughout the day—a huge difference. Smart lights can also turn on and off based on sunrise and sunset, making your day more evenly lit without fussing with switches. Unlike incandescent and fluorescent bulbs or tubes that can have a high lifetime cost of being switched on and off, LED bulbs don't lose life this way.
RossHelen // Shutterstock
LED bulbs already use 75% less energy than traditional incandescent light bulbs. When you add smart lights, which can power lights on before you get home from work, you can save even more energy. That could mean your lights are on for almost 50% less time throughout the day—a huge difference. Smart lights can also turn on and off based on sunrise and sunset, making your day more evenly lit without fussing with switches. Unlike incandescent and fluorescent bulbs or tubes that can have a high lifetime cost of being switched on and off, LED bulbs don't lose life this way.
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How smart technology is impacting sustainability
Denys Kurbatov // Shutterstock
The Environmental Protection Agency estimates that about 1 trillion gallons of water are wasted every year due to household leaks. What seem like small issues—a toilet that keeps running or a slow drip under the kitchen sink—can add up to tremendous losses. Using technology that can automatically alert users to the presence of a leak can help reduce this loss by getting the problems fixed sooner. You can search your house for leaks to start, working methodically and tuning up the pipes. After that, a smart leak detector can make sure everything stays shipshape.
Denys Kurbatov // Shutterstock
The Environmental Protection Agency estimates that about 1 trillion gallons of water are wasted every year due to household leaks. What seem like small issues—a toilet that keeps running or a slow drip under the kitchen sink—can add up to tremendous losses. Using technology that can automatically alert users to the presence of a leak can help reduce this loss by getting the problems fixed sooner. You can search your house for leaks to start, working methodically and tuning up the pipes. After that, a smart leak detector can make sure everything stays shipshape.
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How smart technology is impacting sustainability
NavinTar // Shutterstock
Air conditioning accounts for about 12% of home energy consumption, while forced air heat can account for up to 29%, according to the U.S. Department of Energy. Programmable thermostats already represented a great improvement, letting users set a timer to start the air conditioning before they leave work, for example.
Smart thermostats like Nest take it a step further, with algorithms that study how heat and cool actually move around your home and adjust accordingly. Nest reported in 2015 that its "learning thermostat" saved users about 15% on cooling and about 10% to 12% on heating. That translates to a roughly 2% overall home energy savings for cooling and 3.5% savings from heating.
NavinTar // Shutterstock
Air conditioning accounts for about 12% of home energy consumption, while forced air heat can account for up to 29%, according to the U.S. Department of Energy. Programmable thermostats already represented a great improvement, letting users set a timer to start the air conditioning before they leave work, for example.
Smart thermostats like Nest take it a step further, with algorithms that study how heat and cool actually move around your home and adjust accordingly. Nest reported in 2015 that its "learning thermostat" saved users about 15% on cooling and about 10% to 12% on heating. That translates to a roughly 2% overall home energy savings for cooling and 3.5% savings from heating.
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How smart technology is impacting sustainability
Nolanberg11 // Shutterstock
Farming has long had an eye on efficiency, especially for small farmers trying to turn narrow profit margins into a livable income. While exact numbers are difficult to find, organizations like PNAS claim that smart sensors can monitor farms to allow for more targeted application of water and chemicals like pesticides. And that makes intuitive sense because computers are far better than people at knowing, for example, exactly when to switch the flow of fertilizer on and off.
Modern farm equipment can be programmed with full maps of where and what to apply, keeping movements precise and applying products where needed. Human operators—less certain and wanting to err on the side of caution—are likely over-applying products through multiple cautious behaviors.
Nolanberg11 // Shutterstock
Farming has long had an eye on efficiency, especially for small farmers trying to turn narrow profit margins into a livable income. While exact numbers are difficult to find, organizations like PNAS claim that smart sensors can monitor farms to allow for more targeted application of water and chemicals like pesticides. And that makes intuitive sense because computers are far better than people at knowing, for example, exactly when to switch the flow of fertilizer on and off.
Modern farm equipment can be programmed with full maps of where and what to apply, keeping movements precise and applying products where needed. Human operators—less certain and wanting to err on the side of caution—are likely over-applying products through multiple cautious behaviors.
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How smart technology is impacting sustainability
juliet_dreamhunter // Shutterstock
While carbon dioxide gets more of the attention on the international stage, methane is the second-most common greenhouse gas and can be more damaging pound for pound. There are natural sources of methane like livestock that can be somewhat reduced over time with diet changes, for example.
But others are human-made because methane is the most common component of "natural gas" used in stoves and heating. Natural gas lines, which zigzag all over the world, are prone to leaks. One system, already deployed in Italy, uses smart methane detection with vehicle-based sensors to find leaks that need patching.
This story originally appeared on IoT Secure and was produced and distributed in partnership with Stacker Studio.
juliet_dreamhunter // Shutterstock
While carbon dioxide gets more of the attention on the international stage, methane is the second-most common greenhouse gas and can be more damaging pound for pound. There are natural sources of methane like livestock that can be somewhat reduced over time with diet changes, for example.
But others are human-made because methane is the most common component of "natural gas" used in stoves and heating. Natural gas lines, which zigzag all over the world, are prone to leaks. One system, already deployed in Italy, uses smart methane detection with vehicle-based sensors to find leaks that need patching.
This story originally appeared on IoT Secure and was produced and distributed in partnership with Stacker Studio.