Q&A: Developing an app to ease basic needs for people with neurological conditions

Q&A: Developing an app to ease basic needs for people with neurological conditions
Q&A: Developing an app to ease basic needs for people with neurological conditions

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Many patients with neurological injuries or conditions suffer from neurogenic bladder, or bladder-control, problems that stem from brain, spinal cord or nerve issues. 

Some patients may need to continuously use a catheter and urine collection bag, but that can be time consuming or hard to use in public spaces. Augment Health cofounders Jared Meyers and Stephen Kalinsky aim to add another option for patients with their device that monitors bladder filling and alerts users on a smartphone app.

CEO Meyers and CTO Kalinsky sat down with MobiHealthNews to discuss how their system works, what they learned when talking to patients and providers, and what’s next for their startup. 

MobiHealthNews: Can you give me some background on how the device and the app work?

Stephen Kalinsky: We’re helping people with neurological conditions to know when their bladder is full.

At the end of the catheter, where usually they’d have a bag, instead our device connects and monitors their filling. It notifies them on their phone when their bladder is full, and then they can open this valve when they have to go to the bathroom, and it will void their bladder. And so it makes it more of a natural process where someone’s storing urine in their body again, instead of offloading that to a bag.

There are physiological benefits that come with that, and then there’s also a peace of mind where you don’t necessarily have to worry about people seeing the bag and staring or potentially having leaks.

MHN: What was the impetus behind designing this kind of system? 

Jared Meyers: The project started while Stephen and I were at Georgia Tech going through their biomedical engineering program. We were each working a couple of different roles with startups the previous summer; we were coming back looking for where we could really make an impact and start something of our own. 

It was honestly a conversation I had on a plane with a urologist. From there, we started talking to more and more people. As we made this transition from talking with predominantly urologists to also hearing stories from people with spinal cord injuries, people with multiple sclerosis who deal with these problems every day. That was when it really transitioned from an interesting space to a problem that we knew we had to solve right away. It was really this research, this understanding of the patient journey and the patient experience.

MHN: What did you hear from patients and providers when you were kind of discussing that patient journey and experience? 

Meyers: Initially, we were hearing a lot about infections from the clinician side. Catheter-associated urinary tract infections are a major and very notable issue within the space, and there’s been a lot of work done on those. But then, as we continued talking to patients, what we started hearing was that, in a lot of cases, it can take someone a really long time to be able to use the bathroom. Some people were hesitant to go outside for a week or more after starting to use these urine collection bags because they were embarrassed.

In other cases, someone had their pet cat jump on their bag, causing the bag to burst. From other people who maybe had the condition for a little bit longer or had done a little more research, they were really voicing these concerns around, “Wait, if I’m using a bag instead of my bladder, what’s happening to my bladder health?”

For a clinician, they might see this patient once a month, but for his patients and people dealing with the conditions, this is an everyday – potentially even every four hours – kind of thing.

MHN: How did you develop the app to work with the device? 

Kalinsky: It came from those user interviews, where they were identifying the needs and how someone would interact with it. Before we knew we needed an app, one way we were looking at things was if there was a modality where the device could notify someone. But if you think about if you ever have something in your pocket, you might not necessarily hear it. And if you don’t have sensation below the waist, you’re not going to feel any haptic signals there. Obviously, if it’s covered up by clothing, you’re not going to see a light. 

So sending information to the phone was actually one of the easiest ways to access patients. You have a lot more computing power on your phone than we could fit in a device that we wanted to scale down.

There’s this synergistic effect where we were able to get the device smaller and reduce how much weight would have to go into a battery and other processing, and then also do more sophisticated processing and generate reports if the patient needs to show this to their doctor.

MHN: What are your next steps for the business? 

Meyers: What we’re looking toward next is hyper-focusing on the two core elements of the business, the tech development and then the commercialization pathway. At a slightly more detailed level, we have that prototype complete, but just making sure we can make it as usable as possible for people who maybe have limited dexterity because of some of these injuries and diseases. 

Once we’ve done that and gone through the regulatory process, we’re ready to get this in people’s hands as quickly as possible. So in that regard, it’s identifying who those initial adopter clinics will be, really interfacing with the neurologists and other stakeholders within the industry.

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Alcohol Warning Labels Need an Update, Researchers Say

Alcohol Warning Labels Need an Update, Researchers Say
Alcohol Warning Labels Need an Update, Researchers Say

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Sept. 1, 2022 – Warning labels on alcoholic drinks need to be updated to spell out details of potential harm in order to make them more effective, two U.S. researchers say.

The current labelling has not changed for 30 years and focuses only on risks during pregnancy and with operating machinery, with a vague statement that alcohol “may cause health problems.”

This is “so understated that it borders on being misleading,” the researchers say.

The science has moved on, and there is now firm evidence of harm. Alcohol has been classified by the International Agency for Research on Cancer as a group 1 carcinogen and has been linked to an increased risk of many cancers. It has also been linked to a wide range of diseases, from liver disease to pancreatitis to some types of heart disease.

Yet the public is mostly unaware of the most serious health risks that are associated with drinking, they point out.

“We believe Americans deserve the opportunity to make well-informed decisions about their alcohol consumption,” said Anna H. Grummon, PhD, of the Harvard T.H. Chan School of Public Health in Boston, and Marissa G. Hall, PhD, of the University of North Carolina, Chapel Hill.

“Designing and adopting new alcohol warning labels should therefore be a research and policy priority,” they said.

The two researchers set out their arguments in The New England Journal of Medicine.

“Alcohol consumption and its associated harms are reaching a crisis point in the United States,” they pointed out.

It now accounts for more than 140,000 deaths per year in the U.S., according to the latest data from the CDC. The COVID-19 pandemic has made the problem even worse, with a 25% increase in alcohol-related deaths reported in 2020.

New, well-designed warning labels on alcohol is a commonsense way to give consumers information and lessen alcohol-related harm, they suggest.

What Makes a Good Warning Label?

Warning labels are most effective when they are prominently displayed, when they include pictures of some type, and when the content is rotated to avoid any one message from becoming “stale,” the researchers say. This has worked well for cigarette packets, where this type of warning has increased smoking quit rates, as compared with smaller, side-of-pack, text-only warning labels.

There is also some evidence that this type of labeling can work for alcohol. When large warnings about cancer risk that included pictures were temporarily added to the front of alcohol containers in some stores in Yukon, Canada, alcohol sales declined from 6% to 10%, they point out.

But pressure from the alcohol industry led to changes in the Yukon project, and while a general health warning remains, the label about increased cancer risk was removed.

The researchers say the alcohol industry gets in the way of efforts to educate the public. The industry spends more than $1 billion each year to market its products in the U.S.

The authors caution that if the government doesn’t get involved, the alcohol industry has little reason to share the risks.

And some companies even link their products to health campaigns, such as selling pink ribbon-themed alcoholic drinks in October to promote efforts to raise funds for breast cancer research, despite compelling evidence linking alcohol to a higher risk of breast cancer.

Calling on Congress for New Labels

This is not the first call for a change in alcohol warning labels.

Last year, several medical groups petitioned Congress for a new cancer-specific warning label for all alcoholic beverages.

The petition was signed by the American Society of Clinical Oncology (ASCO), the American Institute for Cancer Research, and Breast Cancer Prevention Partners, along with the American Public Health Association, the Consumer Federation of America, the Center for Science in the Public Interest, Alcohol Justice, and the U.S. Alcohol Policy Alliance.

They are calling for a label that would say: “WARNING: According to the Surgeon General, consumption of alcoholic beverages can cause cancer, including breast and colon cancers.”

But that petition is still pending, said Melissa Maitin-Shepard, a policy expert at the American Institute for Cancer Research.

In addition, the institute is “working to advocate for the addition of a cancer warning label to alcoholic beverages through multiple channels,” she said. “Given the strong evidence linking alcohol use with at least six types of cancer – and low awareness of the alcohol and cancer connection – there is a tremendous need to educate the public about alcohol and cancer risk.”

Noelle LoConte, MD, an associate professor of medicine at the University of Wisconsin, Madison, and the lead author of the ASCO statement on alcohol and cancer risk, stressed that there is no doubt that alcohol is a carcinogen, causing about 5% of cancers globally, and also that its use has increased during the pandemic.

“Initiatives that raise awareness around this issue could help generate more public support for policies that limit alcohol access and thereby decrease the number of alcohol-associated cancers,” she said. “In ASCO’s statement on alcohol and cancer, we recommend several key strategies to reduce high-risk alcohol consumption, including limiting youth access to alcohol, giving municipalities more control over alcohol outlet density and points of sale, and increasing taxes on alcohol.”

But she also had a small criticism of one point in the New England Journal of Medicine article. It shows a sample diagram that lists gastric cancer as caused by alcohol.

“But as of today, gastric cancer is not on the IARC [International Agency for Research on Cancer] list of alcohol associated cancers,” she said. “I think this brings to mind one critical point, that these warning labels have to contain scientifically established facts.”

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FDA Warns of Dangers From Skin Lightening Creams

FDA Warns of Dangers From Skin Lightening Creams
FDA Warns of Dangers From Skin Lightening Creams

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THURSDAY, Sept. 1, 2022 (HealthDay News) — Skin lightening products can be dangerous for consumers when they contain harmful ingredients that are illegal for over-the-counter sales, the U.S. Food and Drug Administration warned Wednesday.

The potentially harmful ingredients are hydroquinone or mercury, the agency said in a news release.

People who have used products with hydroquinone have suffered side effects that included rashes, facial swelling, and permanent skin discoloration, the FDA warned. Meanwhile, mercury is highly toxic and can damage the nervous, digestive and immune systems, as well as the lungs, kidneys, skin and eyes.

Skin lightening products are marketed as treatments for uneven skin tone, acne, age spots, freckles and wrinkles. Companies may describe skin lightening products as skin bleaching, fading, evening, brightening or whitening products. The products are often sold as creams, lotions, soaps or powders in shops that cater to Hispanic/Latino, Asian, African or Middle Eastern communities, the FDA said.

These products limit the skin’s production of melanin, responsible for skin, hair and eye color. But hydroquinone and mercury can build up in the body over time.

“Skin lightening products containing hydroquinone are not approved for over-the-counter sale,” the FDA said. “However, you can get a prescription skin product containing hydroquinone from your health care provider. The use of mercury in skin lightening products is banned.”

Consumers should check product labels and avoid those containing hydroquinone or mercury. Mercury may be listed as mercurous chloride, calomel, mercuric, mercurio or Hg. Illegal products may be inaccurately labeled. Avoid products with handmade labels, labels in languages other than English, or no label at all, the FDA said.

Report any bad reaction from a skin product to your health care provider and to the FDA at www.fda.gov/medwatch/report.htm or by calling 1-800-FDA-1088.


More information

The World Health Organization has more on mercury in skin products.

SOURCE: U.S. Food and Drug Administration, news release, Aug. 30, 2022

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Help Your Kids Manage School Pressure

Help Your Kids Manage School Pressure
Help Your Kids Manage School Pressure

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Lily Coulter, a 17-year-old high school senior from Charleston, SC, isn’t sure what finally set her off last March.

She was at volleyball practice when she suddenly broke down into uncontrollable sobs. It was quite out of character for Coulter, an academic high-achiever, an athlete, and now senior class president.

“It all came quickly, but it was built up from 2 weeks of prior anxiety,” she says.

“I was stressed about my school work and I felt like practice was taking away from my time to get things done,” Lily says.

At home that evening, Lily’s mom, Krysten, could hear that things were off as her daughter tried to talk it out. “I remember just listening because what she was saying was irrational and she just needed a chance to vent,” says her mom.

Afterward, Lily tucked herself away in her bedroom for some alone time. She sat down at her beloved piano and got lost in her music for a few hours. After some time, she was able to calm herself down.

“I’m lucky that both times I’ve had panic attacks, I was able to work through it on my own,” she says.

Still, Krysten Coulter was truly concerned for daughter that night. The pressure to perform at school had just become too much. She worried that it was starting to take a toll on Lily’s mental health. She wonders where it will stop.

Next year, Lily plans to leave home for her first year of college. Lily’s mom is already nervous about that. “She’s put pressure like this on herself since kindergarten. I worry how she’ll cope if we’re not there.”


The Pressure Is Real

The scenario is all too common, says psychologist Madeline Levine, PhD, author of Ready or Not: Preparing Our Kids to Thrive in an Uncertain and Rapidly Changing World. Kids like Lily feel the weight of academic pressure more than ever before, Levine says.

“Twenty-five years ago, when you asked a child about their biggest source of stress, they would say that there was a divorce or that they were fighting with their sibling.”


Continued

“Now it’s always the stress of school,” Levine says.

And the pandemic hasn’t helped. Rates of depression and anxiety have doubled in school-age kids during the pandemic, according to some studies. The source of the increase isn’t clear, but kids often internalize the expectations in the culture around them, Levine says.

That could be from their friends or from social media or from their parents. “Messages come from all over the place, but the most salient messages come from your parents,” Levine says.


Tools for Reducing Academic Pressure

Here are some things that parents can do to help their kids keep school in a healthy perspective, Levine says:

  • Avoid sole focus on grades. “If you’re only focused on grades, you end up having an 11-year-old who’s thinking they’re only as good as their last performance,” she says.
  • Ask questions and be curious – and not just about school performance. For example: What subjects do they like? What don’t they like? What clubs or teams or activities are they involved in? Do they have a healthy social group? Are they lonely? “You can never listen to your child too much,” Levine says.
  • Allow for unstructured time. Kids and teens need to have at least some time each day just to “mess around.” It doesn’t always have to be schoolwork or planned extracurricular activities. It’s even better if this downtime can happen outdoors in nature.
  • Have dinner with your kids whenever possible. It’s a good chance to listen for problems and get ahead of them so they’re easier to deal with. It’s also important for your child to know that the family unit is protective against stress. The family is there no matter how school is going.
  • Avoid too much conversation about material wealth in front of your kids. Instead of talking about a neighbor’s fancy new car or swimming pool, focus on what people do to help each other and their community. Try and teach kids to value the social worker, not just the Silicon Valley billionaire genius, Levine says.


Continued

The stress of academic pressure can show itself in different ways. Pay attention to big shifts in mood or behavior. While it’s normal for kids to be in a bad mood now and then, big shifts might be a sign of more serious problems.

Some teens make it obvious. They make threats, start fights, or disrupt school and social events. But these are the exceptions, Levine says. More often, school pressures lead a young person to become depressed, withdrawn, and anxious.

This can be harder to spot. You might notice excessive self-criticism, sleep problems, sudden changes in body weight, loss of interest in activities they used to like, or talk of self-harm (including suicide).

In these cases, it may be time for professional help. A doctor can recommend an appropriate mental health counselor or psychiatrist in your area.


Looking Ahead

Lily Coulter knows firsthand how hard it can be to balance academics, music, sports, friends, and family and mental health. So she took some time to think over the summer, and she decided to make a change.

To lift some of the pressure she felt last spring, she decided to pass on the volleyball team for her senior year. She says she already feels better about it and she’s excited for her final year of high school.




Sources

SOURCES:

Lily Coulter, high school senior.

Krysten Coulter, Lily’s mom.

Madeline Levine, PhD, psychologist and author.


JAMA Network: “Pediatric Depression and Anxiety Doubled During the Pandemic.”

Nemours Kids’ Health “Childhood Depression: What Parents Need to Know.”



© 2022 WebMD, LLC. All rights reserved.

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Deadly ‘Rainbow Fentanyl’ Looks Like Candy, Could Entice Kids

Deadly ‘Rainbow Fentanyl’ Looks Like Candy, Could Entice Kids
Deadly ‘Rainbow Fentanyl’ Looks Like Candy, Could Entice Kids

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By Sydney Murphy HealthDay Reporter
HealthDay Reporter

THURSDAY, Sept. 1, 2022 (HealthDay News) — The U.S. Drug Enforcement Administration (DEA) is warning the public that colorfully dyed fentanyl — dubbed “rainbow fentanyl” — is readily available across the United States.

“Rainbow fentanyl — fentanyl pills and powder that come in a variety of bright colors, shapes, and sizes — is a deliberate effort by drug traffickers to drive addiction amongst kids and young adults,” said DEA administrator Anne Milgram.

“The men and women of the DEA are relentlessly working to stop the trafficking of rainbow fentanyl and defeat the Mexican drug cartels that are responsible for the vast majority of the fentanyl that is being trafficked in the United States,” Milgram added in an agency news release.

The DEA and other law enforcement officials seized brightly colored fentanyl and fentanyl pills in 18 states in August. The confiscated drugs include pills, powders and blocks that resemble sidewalk chalk.

Despite assertions that some colors might be more potent than others, DEA laboratory testing has found no evidence to support these claims. Still, fentanyl is extremely dangerous, no matter the color, shape or size, the DEA said.

A synthetic opioid, fentanyl is 100 times more potent than morphine and 50 times more potent than heroin. A lethal dose of fentanyl is thought to be as little as 2 milligrams, or about 10 to 15 grains of table salt. It is impossible to determine how much fentanyl is concentrated in a pill or powder without conducting laboratory testing, according to the DEA.

Moreover, fentanyl remains the most lethal drug threat to the United States. The U.S. Centers for Disease Control and Prevention estimates that 107,622 Americans overdosed and died in 2021, with synthetic opioids like fentanyl the cause of 66% of those deaths. Drug poisoning is the leading cause of death for Americans between the ages of 18 and 45.

If you encounter any form of fentanyl, refrain from handling it and call 911 immediately, the DEA advised.

More information

The DEA’s Fentanyl Awareness page lists additional community and parental resources.

SOURCE: U.S. Drug Enforcement Administration, news release, Aug. 30, 2022

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Can AI Deliver a More Accurate Cancer Prognosis?

Can AI Deliver a More Accurate Cancer Prognosis?
Can AI Deliver a More Accurate Cancer Prognosis?

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Sept. 1, 2022 – It’s hard figuring out what the road ahead will look like for a cancer patient. A lot of evidence is considered, like the patient’s health and family history, grade and stage of the tumor, and traits of the cancer cells. But ultimately, the outlook comes down to health professionals who analyze the facts.

That can lead to “large-scale variability,” says Faisal Mahmood, PhD, an assistant professor in the Division of Computational Pathology at Brigham and Women’s Hospital. Patients with similar cancers can end up with very different prognoses, with some being more (or less) accurate than others, he says.

That’s why he and his team developed an artificial intelligence (AI) program that can form a more objective – and potentially more accurate – assessment. The aim of the research was to tell if the AI was a workable idea, and the team’s results have been published in Cancer Cell.

And because prognosis is key in deciding treatments, more accuracy could mean more treatment success, Mahmood says.

“[This technology] has the potential to generate more objective risk assessments and, subsequently, more objective treatment decisions,” he says.

Building the AI

The researchers developed the AI using data from The Cancer Genome Atlas, a public catalog of profiles of different cancers.

Their algorithm predicts cancer outcomes based on histology (a description of the tumor and how quickly the cancer cells are likely to grow) and genomics (using DNA sequencing to evaluate a tumor at the molecular level). Histology has been the diagnostic standard for more than 100 years, while genomics is used more and more, Mahmood notes.

“Both are now commonly used for diagnosis at major cancer centers,” he says.

To test the algorithm, the researchers chose the 14 cancer types with the most data available. When histology and genomics were combined, the algorithm gave more accurate predictions than it did with either information source alone.

Not only that, but the AI used other markers – like the patient’s immune response to treatment – without being told to do so, the researchers found. This could mean the AI can discover new markers that we don’t even know about yet, Mahmood says.

What’s Next

While more research is needed – including large-scale testing and clinical trials – Mahmood is confident this technology will be used for real-life patients someday, likely in the next 10 years.

“Going forward, we will see large-scale AI models capable of ingesting data from multiple modalities,” he says, such as radiology, pathology, genomics, medical records, and family history.

The more information the AI can factor in, the more accurate its assessment will be, Mahmood says.

“Then we can continuously assess patient risk in a computational, objective manner.”

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Success Story: Happy, Healthy, and Hot!

Success Story: Happy, Healthy, and Hot!
Success Story: Happy, Healthy, and Hot!

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Elizabeth success 1

“It’s so much more than a physical transformation.”

Those are the words of one of my beautiful clients, and I realized they are a perfect description of my own journey as well.

I’m Elizabeth from Happy Healthy and Hot. I’m a 56-year-old double-certified health coach who helps women of all ages lose weight so they can love their bodies AND their lives. I’m passionate about showing them that it feels so good to feel so good and that it’s not just about the destination of better health, it’s about who you become on the journey.

Back in 2016, approaching my 50th birthday, I was featured as a success story here on MDA. I shared my health journey of finally clearing the cystic acne that had plagued me for decades, along with relieving severe anxiety and digestive issues. This was all a result of embracing the Primal lifestyle.

Recently I re-read that article and was moved to tears. In it, I mentioned three goals: to become certified as a Primal Health Coach, to start my coaching business, and write a book. I have accomplished all of that and so much more.

Earning my Primal Health Coach certification in 2017 took me so much deeper into the science and research that backs up this lifestyle, and gave me the tools, knowledge, and most importantly the confidence to finally start my coaching business, Happy Healthy and Hot. I offer a unique blend of mindset, nutrition and fitness, and have a knack for turning overwhelming health information into quick little tips that my clients can implement immediately and see results.

And then I wrote that book! The Happy Healthy and Hot Journal – 90 Days to Love Your Body and Your Life is the simple tool that I needed, my clients needed, and I knew other women needed to stay on track with mindset, nutrition and fitness every single day.

Something else I’m proud of is making it to the finals of the Maxim Cover Girl competition at the age of 53, competing with women in their twenties and thirties. The old Elizabeth never would have done this, but the new Elizabeth embraces challenges head on, takes inspired action, and says yes when it’s a full body yes.

A recent challenge that I’ve taken on is to give myself a gift that no one else can give me: a visible six pack for my 56th birthday. (Full disclosure: I’ve never had a six pack, even when I was hitting the gym hard in my early twenties.) Every time I take on a challenge like this it lights me up, and the confidence and satisfaction that come with reaching the goal carry over and propel me forward in other areas of my life.

And speaking of life, it gets in the way sometimes, just like it does for everyone. It’s during those times, when the sh*t is hitting the fan, that I see the true value of my health practices. The simple routines that I have in place for mindset, nutrition and fitness keep me on track no matter what is going on around me.

I am always tweaking my health and fitness routine, but ultimately it’s not that different from what I shared back in 2016. Every day starts with an early morning walk, which is so much more than exercise. It’s about getting out in nature and that valuable early morning light exposure. Next is my coffee, quiet journaling time, and a very efficient 20-minute workout that’s mostly bodyweight resistance. I walk at least 10,000 steps a day, and much more than that if I’m hiking or on the beach.

I teach my clients to “prioritize protein and produce” which is exactly what I do in my own life. It works anywhere, from a convenience store to a five-star restaurant. But my favorite place to eat is my own home, where I have complete control of the quality and preparation. There’s something very satisfying about preparing simple, delicious food with the best ingredients.

Now that nutrition comes so easily to me, I’m finding myself drawn to spending more time outdoors and reaping the benefits of natural light exposure and grounding. As I focus more on strength and endurance, my next challenge will be completing the Primal Fitness Coach Certification, to expand my knowledge and the service I provide to my clients.

Elizabeth stands in front of a pool wearing blue and black bikini.

The reason I keep challenging myself is simple: it feels so good to feel so good! Optimizing my health has created a positive ripple effect on every area of my life, and being able to share my journey and inspire others through social media is turning that ripple into a powerful wave.

In closing, health goals are about so much more than reaching a destination. It’s about who you become along the way. And the best way to get there is to take action with your vision in mind. This is what kept me going while I was working on my six pack. Every meal I prepared, every workout I competed, every affirmation that I spoke was done with a clear picture in my head of how amazing it was going to feel when I reached my goal. In the words of Neville Goddard, “The feeling is the secret.”

Back to the client that I quoted in the beginning: Laura has lost over 25 pounds by implementing my simple tips and tweaks. But even better, she has a newfound confidence and zest for life. Approaching her sixties she is feeling better than she has in years, truly loving her body AND her life. And that’s what this is all about.

This article was provided as part of our Success Stories series from Elizabeth, a long-time member of the Mark’s Daily Apple community. Elizabeth originally shared her story with us six years ago, and while we were impressed then, we’re blown away now. Congratulations, Elizabeth, and happy birthday! Your success is well deserved. We hope you find her story, and her positive attitude, as inspiring as we do.  If you have your own success story and would like to share it, please reach out to us here.

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Study trains AI to predict optimal anti-seizure meds for new epilepsy patients

Study trains AI to predict optimal anti-seizure meds for new epilepsy patients
Study trains AI to predict optimal anti-seizure meds for new epilepsy patients

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An international study led by Monash University has done what could be the world’s first demonstration of an AI model that can predict the optimal anti-seizure medication for newly diagnosed epilepsy patients.

WHAT IT’S ABOUT

The research team has trained a deep-learning prediction model using clinical information from around 1,800 patients in five health care centres in Australia, Malaysia, China and the United Kingdom. The model is designed by the Monash Medical AI Group and is trained using Monash’s MASSIVE computing facility.

Findings from the study, which was published in the journal JAMA Neurology, showed that the AI model has a “modest” 65% accuracy in predicting the best anti-seizure medication.

The research team is still improving the model by employing more complex information. Later, the enhanced predictive model will be tested in a national, multi-site randomised controlled trial called PERSONAL (Personalised Selection of Medication for Newly Diagnosed Adult Epilepsy). According to Monash, the said trial, which has received a A$2.46 million ($1.7 million) grant from the Australian government’s National Health and Medical Research Council, is designed to predict responses to epilepsy treatment, not actual seizures.

WHY IT MATTERS

About 70 million people around the world have epilepsy. Until now, there has been a lot of guesswork and experimentation by doctors on which anti-seizure drugs their patients will respond to, said Patrick Kwan, professor and neurologist from the Monash Central Clinical School’s Department of Neuroscience, who is leading the international study. 

He added that this trial-and-error process could harm patients more than benefit them. Side effects may range from allergies to psychiatric problems, or in the case of women, birth defects in their babies.

Dr Zhibin Chen, neuroscientist and biostatistician from Monash, said their AI model “will open the gate for personalising the management of epilepsy”.

Currently, the predictive model is intended for adults with new-onset epilepsy who are about to begin their medication. Monash said the model will serve as a basis for future models for people with more established epilepsy.

THE LARGER TREND

Research in India has produced novel algorithms that can spot the source of epileptic seizures using a patient’s EEG data. Developed by researchers from the Indian Institute of Technology – Delhi, the head harmonics-based array processing algorithms can pinpoint coordinates of seizure within minutes. These algorithms have been validated in a study that was recently published in Nature Scientific Reports.

Wearable technology is the latest in epileptic seizure detection, such as Epitel’s REMI system, which consists of a wireless EEG sensor that is worn below the hairline and software for providers to review data and monitor seizures. Early this year, the US-based company scored $12.5 million in Series A funding to commercialise its product.

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Good News, With Some Complications

Good News, With Some Complications
Good News, With Some Complications

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Cough syrup, aspirin, toilet paper…and hearing aids. That may be some consumers’ drugstore shopping list this fall, thanks to a new FDA rule making some hearing aids available without a prescription in pharmacies, electronics stores such as Best Buy and online.

Is that good news or bad news for the 38 million American adults estimated to have trouble hearing?

It depends on whom you ask. Some advocates for those with hearing loss lobbied for the rule change, which they hope will make hearing aids cheaper, more accessible and less stigmatized. Hearing aid manufacturers are cheering expanded opportunities to market and sell their products.

But audiologists, even those who generally support the idea of non-prescription hearing aids, worry that without an initial evaluation and ongoing care, people will buy the devices without understanding how to use or adjust them. In addition, they won’t know the cause of their hearing loss, which could be triggered by earwax, fluid in the ear or, in rare cases, a tumor requiring surgery.

At the Hearing Loss Association of America, a Maryland-based consumer advocacy group that provides education and support to people with hearing loss who embrace technological fixes (as opposed to those born Deaf and who use American Sign Language), executive director Barbara Kelley says over-the-counter hearing aids mean “a new pathway to care” for millions of people.

“Eighty percent of people who could benefit from a hearing aid don’t get one,” she says—due to some combination of stigma, denial, cost and lack of access. They may live in rural areas, far from an audiologist; they may lack medical insurance that would pay for ongoing hearing health care. “If this makes those devices affordable and accessible, normalizing them, we think it’s a good thing.”

The FDA rule creates a category of hearing aids, available for those over 18 with mild-to-moderate hearing loss, that can be sold—as early as mid-October—without a prescription, fitting adjustment or hearing test required.

“I would say it’s not good news,” says Cindy Simon, Au.D., whose practice, based in South Miami, includes many older patients. “I spend two hours dispensing a hearing aid, showing [patients] how to use it, having them come back weekly for four weeks to make adjustments.

“Can you imagine going into Walgreen’s, buying a hearing aid and expecting the girl at the counter to sit down and teach you how to use it?”

Sherrie Davis, Au.D., Associate Director of Audiology and the Dizziness & Balance Center at Penn Medicine in Philadelphia, notes that it’s difficult for an individual to assess whether their hearing loss is mild, moderate or severe; minus a test, there’s no chance to catch other causes of poor hearing—from mild conditions like allergies to more serious ones such as an acoustic neuroma, a benign tumor on the nerves leading from the inner ear to the brain.

Some audiologists fear that consumers could damage their hearing by setting the devices for too high a volume; they advocated for limits on the “gain output”—the difference between the unamplified sound a patient hears and that same sound heard with a hearing aid. The FDA did not include limits on gain, though—in response to some of the more than 1,000 public comments received on the rule—it did cap the maximum sound output of OTC hearing aids at 117 decibels (nearly the level of a jet plane during take-off).

“We don’t want people putting devices on their ears and causing more hearing loss,” says Tricia Ashby-Scabis, Au.D., senior director of audiology practices at the American Speech-Language-Hearing Association, which represents speech pathologists, audiologists and similar professionals.

For the makers of hearing aids, the FDA rule is cause to celebrate. Gary Rosenblum, president of the hearing-aid company Oticon and chair of the Hearing Industry of America, the manufacturers’ association, says making hearing aids available over-the-counter (OTC) will lower their cost and boost accessibility.

But even he cautions that “over-the-counter hearing aids aren’t necessarily a panacea” and urges that people who buy non-prescription aids should still see a hearing care professional and ask pointed questions about return policies and warranties.

Currently, hearing aids cost anywhere from several hundred to nearly $8000 per pair, depending on their technological sophistication and the package of “bundled services” that come with an audiologist’s care; those may include a free 30- or 45-day trial, weekly visits for adjustment and questions, and several years of follow-up care.

The current market includes a wide array of hearing-aid types—from tiny buds that tuck inside the ear canal to behind-the-ear models with a transparent wire; rechargeable and battery-operated; hearing aids that sync with a smart phone and have Bluetooth capability.

“It’s naïve to think people can just buy something, program it, put it on their ear and have it work for them” says Ashby-Scabis. “I think there needs to be some thought to how we’re going to provide follow-up. I’m not sure [over-the-counter] hearing aids are going to be as simple a fix as was desired.”

Ashby-Scabis and other audiologists worry that consumers will try an over-the-counter hearing aid, find it frustrating to use on their own and give up on the devices entirely. “We don’t want people to think, ‘Hearing aids don’t work,’” she says.

On a community-health level, hearing loss amounts to far more than missed conversation at the dinner table or exasperating phone calls with Grandpa. Untreated hearing loss can lead to isolation, depression, anxiety, a heightened incidence of dementia and increased risk of falling.

It’s possible, audiologists suggest, that having hearing aids more visible—right next to the revolving kiosk of over-the-counter reading glasses at your local pharmacy—will raise awareness about hearing health while also reducing negative stereotypes and shame about hearing loss.

That stigma is already changing, they say, because of the popularity of ear buds and Bluetooth devices; it’s become normal to see people of any age with bits of plastic in their ears.

At the least, say audiologists, the buzz about over-the-counter hearing aids will make hearing loss a less-taboo topic. “Patients say, ‘I hate my hearing aids, and I can’t live without them,’” Ashby-Scabis says. “I hope there’s more awareness of the impact hearing loss has on health. I hope we’ll see that change in the years moving forward.”

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