This Innovative Startup Is a Lifeline for Patients at Rural Hospitals
When Jenn Morson Frederick went into labor with her baby in Annapolis, Maryland, she remembers being hooked up intravenously to an infusion pump because she needed antibiotics. She readily admits that the last thing on her mind was what would happen to the pump after she was done with it.
"Ten minutes from where I live, in Oakland, there are children who can't afford care and there are smaller practices just getting eaten up on cost."
In fact, the pump might go on to assist the labor of another new mother at a rural hospital many miles away, thanks to an innovative online marketplace called Medinas Health. Founded last year by a 27-year-old entrepeneur, Medinas Health buys used medical supplies and sells them to under-resourced hospitals who are happy to get functioning equipment at discounted prices.
The startup is built on a machine learning algorithm that uses historical data for medical devices to predict how much longer they can be used and still be sold at optimum prices on the secondary market. This allows hospitals to squeeze the most use out of their supplies.
Such transactions are the lifeblood for rural or critical access hospitals, says Chloe Alpert, the founder and CEO of Medinas. She first came up with the idea when she noticed a glaring discrepancy in the healthcare marketplace: From 2010 to 2016, 79 hospitals had closed their doors and hundreds more were at risk. At the same time, according to the National Academy of Medicine, the United States wastes medical supplies to the tune of $765 billion every year. On a household level, many people are saddled with medical debt: One in six Americans has past due healthcare bills. The numbers shocked Alpert.
What's more, she found that many used medical supplies were being shipped off to developing countries, partly to minimize the hospitals' liability. "[The model was] fundamentally flawed," she says. "I live in San Francisco and ten minutes from where I live, in Oakland, there are children who can't afford care and there are smaller practices just getting eaten up on cost."
Now, through Medinas, hospitals can offload unwanted clinical assets, and other medical offices can buy them at discounted prices. Since its launch in August 2017, the startup has sold just over 100 items, ranging from infusion pumps to an MRI machine.
Typically, hospitals hold onto their medical supplies as long as possible. Proprietary data from Medinas place the life expectancy of something like an infusion pump at ten years.
"Hospitals' biomed departments are going to try to keep that unit going for as long as they can because you have to replace an entire fleet and that's a significant financial overlay," says Suzi Collins, Director of Materials Management at Mountain Vista Medical Center in Gilbert, Ariz.
"I wanted to do something that would actually make an impact. Imagine healthcare costs going down instead of up."
But after many rinse-and-repeat repairs, it might be time to spring for a new unit. Medinas conducts cost-benefit analyses to show whether it's worth the financial cost for a hospital to hold on to old, creaky equipment. In some cases, manufacturers introduce a new version of a pump and discontinue support for older models, forcing hospitals' hands.
That's when Medinas may step in to facilitate the sale of older medical devices to different hospitals, connecting the lives of urban moms like Frederick to rural moms like Kelly Burch, who recently delivered her baby at the Alice Peck Day Memorial Hospital in rural Lebanon, New Hampshire.
At press time, Medinas had recently received more than 700 infusion pumps to sell from an Arizona medical center and was in negotiations with healthcare facilities who might be interested in buying them. For her work with Medinas, Alpert won $500,000 as part of the Forbes 30 Under 30 competition.
"It really blows my mind to see all these inefficiencies in healthcare, to know that Medinas is doing something tangible to address disparities in care," Alpert says. "I wanted to do something that would actually make an impact. Imagine healthcare costs going down instead of up. That is really neat."
Scientists experiment with burning iron as a fuel source
Story by Freethink
Try burning an iron metal ingot and you’ll have to wait a long time — but grind it into a powder and it will readily burst into flames. That’s how sparklers work: metal dust burning in a beautiful display of light and heat. But could we burn iron for more than fun? Could this simple material become a cheap, clean, carbon-free fuel?
In new experiments — conducted on rockets, in microgravity — Canadian and Dutch researchers are looking at ways of boosting the efficiency of burning iron, with a view to turning this abundant material — the fourth most common in the Earth’s crust, about about 5% of its mass — into an alternative energy source.
Iron as a fuel
Iron is abundantly available and cheap. More importantly, the byproduct of burning iron is rust (iron oxide), a solid material that is easy to collect and recycle. Neither burning iron nor converting its oxide back produces any carbon in the process.
Iron oxide is potentially renewable by reacting with electricity or hydrogen to become iron again.
Iron has a high energy density: it requires almost the same volume as gasoline to produce the same amount of energy. However, iron has poor specific energy: it’s a lot heavier than gas to produce the same amount of energy. (Think of picking up a jug of gasoline, and then imagine trying to pick up a similar sized chunk of iron.) Therefore, its weight is prohibitive for many applications. Burning iron to run a car isn’t very practical if the iron fuel weighs as much as the car itself.
In its powdered form, however, iron offers more promise as a high-density energy carrier or storage system. Iron-burning furnaces could provide direct heat for industry, home heating, or to generate electricity.
Plus, iron oxide is potentially renewable by reacting with electricity or hydrogen to become iron again (as long as you’ve got a source of clean electricity or green hydrogen). When there’s excess electricity available from renewables like solar and wind, for example, rust could be converted back into iron powder, and then burned on demand to release that energy again.
However, these methods of recycling rust are very energy intensive and inefficient, currently, so improvements to the efficiency of burning iron itself may be crucial to making such a circular system viable.
The science of discrete burning
Powdered particles have a high surface area to volume ratio, which means it is easier to ignite them. This is true for metals as well.
Under the right circumstances, powdered iron can burn in a manner known as discrete burning. In its most ideal form, the flame completely consumes one particle before the heat radiating from it combusts other particles in its vicinity. By studying this process, researchers can better understand and model how iron combusts, allowing them to design better iron-burning furnaces.
Discrete burning is difficult to achieve on Earth. Perfect discrete burning requires a specific particle density and oxygen concentration. When the particles are too close and compacted, the fire jumps to neighboring particles before fully consuming a particle, resulting in a more chaotic and less controlled burn.
Presently, the rate at which powdered iron particles burn or how they release heat in different conditions is poorly understood. This hinders the development of technologies to efficiently utilize iron as a large-scale fuel.
Burning metal in microgravity
In April, the European Space Agency (ESA) launched a suborbital “sounding” rocket, carrying three experimental setups. As the rocket traced its parabolic trajectory through the atmosphere, the experiments got a few minutes in free fall, simulating microgravity.
One of the experiments on this mission studied how iron powder burns in the absence of gravity.
In microgravity, particles float in a more uniformly distributed cloud. This allows researchers to model the flow of iron particles and how a flame propagates through a cloud of iron particles in different oxygen concentrations.
Existing fossil fuel power plants could potentially be retrofitted to run on iron fuel.
Insights into how flames propagate through iron powder under different conditions could help design much more efficient iron-burning furnaces.
Clean and carbon-free energy on Earth
Various businesses are looking at ways to incorporate iron fuels into their processes. In particular, it could serve as a cleaner way to supply industrial heat by burning iron to heat water.
For example, Dutch brewery Swinkels Family Brewers, in collaboration with the Eindhoven University of Technology, switched to iron fuel as the heat source to power its brewing process, accounting for 15 million glasses of beer annually. Dutch startup RIFT is running proof-of-concept iron fuel power plants in Helmond and Arnhem.
As researchers continue to improve the efficiency of burning iron, its applicability will extend to other use cases as well. But is the infrastructure in place for this transition?
Often, the transition to new energy sources is slowed by the need to create new infrastructure to utilize them. Fortunately, this isn’t the case with switching from fossil fuels to iron. Since the ideal temperature to burn iron is similar to that for hydrocarbons, existing fossil fuel power plants could potentially be retrofitted to run on iron fuel.
This article originally appeared on Freethink, home of the brightest minds and biggest ideas of all time.
How to Use Thoughts to Control Computers with Dr. Tom Oxley
Tom Oxley is building what he calls a “natural highway into the brain” that lets people use their minds to control their phones and computers. The device, called the Stentrode, could improve the lives of hundreds of thousands of people living with spinal cord paralysis, ALS and other neurodegenerative diseases.
Leaps.org talked with Dr. Oxley for today’s podcast. A fascinating thing about the Stentrode is that it works very differently from other “brain computer interfaces” you may be familiar with, like Elon Musk’s Neuralink. Some BCIs are implanted by surgeons directly into a person’s brain, but the Stentrode is much less invasive. Dr. Oxley’s company, Synchron, opts for a “natural” approach, using stents in blood vessels to access the brain. This offers some major advantages to the handful of people who’ve already started to use the Stentrode.
The audio improves about 10 minutes into the episode. (There was a minor headset issue early on, but everything is audible throughout.) Dr. Oxley’s work creates game-changing opportunities for patients desperate for new options. His take on where we're headed with BCIs is must listening for anyone who cares about the future of health and technology.
Listen on Apple | Listen on Spotify | Listen on Stitcher | Listen on Amazon | Listen on Google
In our conversation, Dr. Oxley talks about “Bluetooth brain”; the critical role of AI in the present and future of BCIs; how BCIs compare to voice command technology; regulatory frameworks for revolutionary technologies; specific people with paralysis who’ve been able to regain some independence thanks to the Stentrode; what it means to be a neurointerventionist; how to scale BCIs for more people to use them; the risks of BCIs malfunctioning; organic implants; and how BCIs help us understand the brain, among other topics.
Dr. Oxley received his PhD in neuro engineering from the University of Melbourne in Australia. He is the founding CEO of Synchron and an associate professor and the head of the vascular bionics laboratory at the University of Melbourne. He’s also a clinical instructor in the Deepartment of Neurosurgery at Mount Sinai Hospital. Dr. Oxley has completed more than 1,600 endovascular neurosurgical procedures on patients, including people with aneurysms and strokes, and has authored over 100 peer reviewed articles.
Links:
Synchron website - https://synchron.com/
Assessment of Safety of a Fully Implanted Endovascular Brain-Computer Interface for Severe Paralysis in 4 Patients (paper co-authored by Tom Oxley) - https://jamanetwork.com/journals/jamaneurology/art...
More research related to Synchron's work - https://synchron.com/research
Tom Oxley on LinkedIn - https://www.linkedin.com/in/tomoxl
Tom Oxley on Twitter - https://twitter.com/tomoxl?lang=en
Tom Oxley TED - https://www.ted.com/talks/tom_oxley_a_brain_implant_that_turns_your_thoughts_into_text?language=en
Tom Oxley website - https://tomoxl.com/
Novel brain implant helps paralyzed woman speak using digital avatar - https://engineering.berkeley.edu/news/2023/08/novel-brain-implant-helps-paralyzed-woman-speak-using-a-digital-avatar/
Edward Chang lab - https://changlab.ucsf.edu/
BCIs convert brain activity into text at 62 words per minute - https://med.stanford.edu/neurosurgery/news/2023/he...
Leaps.org: The Mind-Blowing Promise of Neural Implants - https://leaps.org/the-mind-blowing-promise-of-neural-implants/
Tom Oxley