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New AI technology detects sleep apnea while you snooze

Conventional methods for diagnosing sleep apnea can get expensive and are known to be uncomfortable, requiring medical professionals to administer tests at a doctor’s clinic or hospital or needing the patient to purchase at-home monitoring devices.
With this knowledge, Mintal—a wellness-focused technology brand—developed Mintal Tracker (available to download for free on iOS and Android), an AI-driven sleep analysis app that doesn’t require any hardware or external devices to generate thorough sleep reports and detect warning signs for sleep apnea.
Detect Sleep Apnea From Home, Free
Leveraging industry-leading AI technology, the Mintal R&D team developed a sophisticated deep learning model that can maintain high accuracy with low hardware performance and storage requirements. Mintal Tracker can analyze your sleep sounds in real time, accurately identifying when you snore and/or display signs of OSAHS (Obstructive Sleep Apnea/Hypopnea Syndrome) to generate analysis reports in seconds and enable you to quickly understand your sleep habits.
Setup is easy; you just need to place your phone by your bed, and the app will record and analyze your sleep sounds throughout the night. Through testing, the app was found to be highly accurate in diagnosing moderate to severe sleep apnea, offering a starting point for further medical diagnosis. As such, users call this app “life saving”:
•“An excellent app. Did not expect the level of diagnosis provided. I was really impressed. I will be recommending this app to family and friends. I will also make sure my PCP is aware this app exist. Thank you for a very useful and possibly life saving app.”—Phillip M**, 12/05/2021, Google Play
•“This app help me see that I have issues when I sleep, especially with snoring, that I may have sleep apnea. This is a great app to have if you worry about why you are still tired when you wake up, you may not be getting a good quality of sleep.”—Nay N**, 12/06/2021, App Store
• “I love this because it is the alarm that has worked for me. It really knows when to wake me so I’m less moody... My sleep has only improved in all this time.”—Foran E** 12/23/2021, Google Play
After a night of sleep tracking, the app generates a summarized sleep report highlighting key metrics including how long and how frequently you snored and sleep talked, your risk of apnea and provides sleep cycle analysis and personalized sleep tips, which gives you or your doctor a whole picture of your sleep conditions. Moreover, you can listen to your snoring, dream talking and environment noises in the report.
Finally, Mintal Tracker goes beyond sleep tracking and sleep apnea detection—the app offers users hundreds of soothing sounds, anxiety relief exercises, a sleep encyclopedia and personalized advice for developing healthier sleep habits.
If your blood pressure goes up when you stand, your risk for a heart attack might, too

“This finding may warrant starting blood-pressure-lowering treatment including medicines earlier in patients with exaggerated blood pressure response to standing,” said Paolo Palatini, M.D., lead author of the study and a professor of internal medicine at the University of Padova in Padova, Italy.
Nearly half of Americans and about 40% of people worldwide have high blood pressure, considered to be the world’s leading preventable cause of death. According to the American Heart Association’s 2022 heart disease statistics, people with hypertension in mid-life are five times more likely to have impaired cognitive function and twice as likely to experience reduced executive function, dementia and Alzheimer’s disease.
Typically, systolic (top number) blood pressure falls slightly upon standing up. In this study, researchers assessed whether the opposite response – a significant rise in systolic blood pressure upon standing – is a risk factor for heart attack and other serious cardiovascular events.
The investigators evaluated 1,207 people who were part of the HARVEST study, a prospective study that began in Italy in 1990 and included adults ages 18-45 years old with untreated stage 1 hypertension. Stage 1 hypertension was defined as systolic blood pressure of 140-159 mm Hg and/or diastolic BP 90-100 mm Hg. None had taken blood pressure-lowering medication prior to the study, and all were initially estimated at low risk for major cardiovascular events based on their lifestyle and medical history (no diabetes, renal impairment or other cardiovascular diseases). At enrollment, participants were an average age of 33 years, 72% were men, and all were white.
At enrollment, six blood pressure measurements for each participant were taken in various physical positions, including when lying down and after standing up. The 120 participants with the highest rise (top 10%) in blood pressure upon standing averaged an 11.4 mm Hg increase; all increases in this group were greater than 6.5 mm Hg. The remaining participants averaged a 3.8 mm Hg fall in systolic blood pressure upon standing.
The researchers compared heart disease risk factors, laboratory measures and the occurrence of major cardiovascular events (heart attack, heart-related chest pain, stroke, aneurysm of the aortic artery, clogged peripheral arteries) and chronic kidney disease among participants in the two groups. In some analyses, the development of atrial fibrillation, an arrhythmia that is a major risk factor for stroke, was also noted. Results were adjusted for age, gender, parental history of heart disease, and several lifestyle factors and measurements taken during study enrollment.
During an average 17-year follow-up 105 major cardiovascular events occurred. The most common were heart attack, heart-related chest pain and stroke.
People in the group with top 10% rise in blood pressure:
- were almost twice as likely as other participants to experience a major cardiovascular event;
- did not generally have a higher risk profile for cardiovascular events during their initial evaluation (outside of the exaggerated blood pressure response to standing);
- were more likely to be smokers (32.1% vs. 19.9% in the non-rising group), yet physical activity levels were comparable, and they were not more likely to be overweight or obese, and no more likely to have a family history of cardiovascular events;
- had more favorable cholesterol levels (lower total cholesterol and higher high-density-lipoprotein cholesterol);
- had lower systolic blood pressure when lying down than the other group (140.5 mm Hg vs. 146.0 mm Hg, respectively), yet blood pressure measures were higher when taken over 24 hours.
After adjusting for average blood pressure taken over 24 hours, an exaggerated blood pressure response to standing remained an independent predictor of adverse heart events or stroke.
“The results of the study confirmed our initial hypothesis - a pronounced increase in blood pressure from lying to standing could be prognostically important in young people with high blood pressure. We were rather surprised that even a relatively small increase in standing blood pressure (6-7 mm Hg) was predictive of major cardiac events in the long run,” said Palatini.
In a subset of 630 participants who had stress hormones measured from 24-hour urine samples, the epinephrine/creatinine ratio was higher in the people with a rise in standing blood pressure compared to those whose standing blood pressure did not rise (118.4 nmol/mol vs. 77.0 nmol/mol, respectively).
“Epinephrine levels are an estimate of the global effect of stressful stimuli over the 24 hours. This suggests that those with the highest blood pressure when standing may have an increased sympathetic response [the fight-or-flight response] to stressors,” said Palatini. “Overall, this causes an increase in average blood pressure.”
“The findings suggest that blood pressure upon standing should be measured in order to tailor treatment for patients with high blood pressure, and potentially, a more aggressive approach to lifestyle changes and blood-pressure-lowering therapy may be considered for people with an elevated [hyperreactor] blood pressure response to standing,” he said.
Results from this study may not be generalizable to people from other ethnic or racial groups since all study participants reported white race/ethnicity. In addition, there were not enough women in the sample to analyze whether the association between rising standing blood pressure and adverse heart events was different among men and women. Because of the relatively small number of major adverse cardiac events in this sample of young people, the results need to be confirmed in larger studies.
8 Urbana students win writing award
Paio Sotomayor, Dr. Preston Williams School
Julian Rogers, Dr. Martin L. King Jr. School
Miles Rehfeldt, Wiley School
Arihant Sinha, Yankee Ridge
Rafael Lleras Buetti, Leal School
Clara Naveja, Leal School
Avery Ogolsky, Thomas Paine
Also recognized for submitting winning entries from Thomas Paine included Marie Knight-Broughton, Justin Lewis, Daniel McHenry and, Addy McHenry. In addition to Leal's two overall winners, five other students earned recognition for their entries. Joshua Vazquez Benitez, Ivan Erickson, Diken Guevara, Maxime Guironnet, and Willa Sola will also be honored at the celebration in late April. Other winners from Urbana Middle School included Karina Berceanu, Trinidad Cuahuey, Seth Fiscus, Alice Hauser, Muhammad Iftikhar, Harmony Lehman, Simone Marshall, Gwendolyn McLean, Austin Ogolsky, Kavinder Patel, Colton Ruud, Grace Tshimankinda, Ruby Waarala-Dugger, Christian Weiss, Nico Wiemelt, Rachel Wiley, and Andrea Williams. Young authors recognized for their essays from Dr. Preston Williams included Gemma Douglas, Hayden Intravaia, Lucy Martin, Esmeralda Orozco, Jade Pineda Walker, Izzy Roegman, and Veronica Vargas. Winners from Dr. Martin L. King were Pranisha Chaturvedi, Nylah McReynolds, China Endo Song, and Longhan (Alice) Xu. Five other students from Yankee Ridge also submitted a winning entry. They include Janny Knutson, Benny Lerman, Gracelyn Lusk, Lydia Ruud, and Brianne Thurman. Coraline Hauser and Isabel Tanner-Lane from Wiley school also earned recognition for their submissions. The celebration program will also include a presentation from an author, who will be announced at a later date.
Urbana Kindergarten Connection to be held on April 5
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Are you eligible to claim the IRS saver’s credit?
NAPSI -— Here’s good news, for a change, from the IRS: It offers an incentive to lower your tax bill when you save for retirement. With pandemic-related employment disruptions last year, more taxpayers may be eligible to claim the Saver’s Credit but may not even know this tax credit exists. Also referred to as the Retirement Savings Contributions Credit, the Saver’s Credit can reduce federal income taxes for eligible taxpayers who save for retirement through a qualified retirement plan, such as a 401(k) or an Individual Retirement Account (IRA).
The 22nd Annual Transamerica Retirement Survey finds that fewer than half (48 percent) of workers are aware of the Saver’s Credit.

"People who are saving for retirement may be able to claim the Saver’s Credit and reduce their federal taxes," says Catherine Collinson, CEO and president of nonprofit Transamerica Institute and its Center for Retirement Studies. "Perhaps people are confusing the tax credit with the tax-advantage treatment of retirement accounts. The idea of a double tax benefit may sound too good to be true but both are available to retirement savers."
What Is the Saver’s Credit?
The Retirement Savings Contributions Credit is a non-refundable tax credit for contributions an eligible taxpayer makes to a 401(k), 403(b) or similar employer-sponsored retirement plan, a traditional or Roth IRA or an ABLE account. In this context, "non-refundable" means the credit cannot exceed a person’s federal income tax for the year. The maximum credit is $1,000 for single filers or individuals and $2,000 for married couples filing jointly.
Tips for claiming the Saver’s Credit
1.Check Your Eligibility
To be eligible, the maximum Adjusted Gross Income (AGI) for single filers is $33,000 in 2021 and $34,000 in 2022. For the head of a household, the AGI maximum is $49,500 in 2021 and $51,000 in 2022. For those who are married filing jointly, the AGI maximum is $66,000 in 2021 and $68,000 in 2022.
You must be 18 years or older by January 1 and cannot be a full-time student or be claimed as a dependent on another person’s tax return. Consider using the IRS’s online tool to help determine if you are eligible for the Saver’s Credit.
2.Save for Retirement
To claim the Saver’s Credit for 2021, you must have contributed to a 401(k), a 403(b), a similar employer-sponsored retirement plan or an ABLE account during 2021. Contributions to traditional or Roth IRAs are also eligible and you have until April 18, 2022 to make an IRA contribution for tax year 2021. Roll-over contributions are not eligible for the credit.
3.File Your Tax Return and Claim the Saver’s Credit
Let the IRS help you file your federal taxes with its Free File program. The program’s eight partners offer online tax preparation tools free to taxpayers with an AGI of $73,000 or less. More at www.irs.gov/FreeFile.
•When using an online tax preparation tool, be sure to answer questions about the Saver’s Credit, also referred to by the IRS as the Retirement Savings Contributions Credit and Credit for Qualified Retirement Savings Contributions.
•If you prepare your tax return manually, complete Form 8880, Credit for Qualified Retirement Savings Contributions, to determine your exact credit rate and amount. Then transfer the amount to line 4 on Schedule 3, which is used with Forms 1040, 1040-SR, and 1040-NR.
•If you use a professional tax preparer, be sure to ask about the Saver’s Credit.
"Consistently saving for retirement is fundamental to helping achieve financial security in retirement,” says Collinson. “Another way to help boost your retirement savings is to directly deposit any tax refund into an IRA. Saving more now could help you reap more later."
Learn More
For more details and resources on the Saver’s Credit in English and Spanish, visit Transamerica Institute at www.transamericainstitute.org/SaversCredit or the IRS at www.irs.gov.
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