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Brain Signal Irregularity May Provide Clues to Understanding Epileptic Process

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Researchers from the UPF Department of Information and Communication Technologies (DTIC) propose a new method to differentiate signals from the epileptic focus from those recorded in other parts of the brain without the presence of an epileptic seizure.

Newswise — Researchers from the UPF Department of Information and Communication Technologies (DTIC) propose a new method to differentiate signals from the epileptic focus from those recorded in other parts of the brain without the presence of an epileptic seizure. This technique may help detect epilepsy-induced features from these signals much quicker than conventional analysis techniques. The results have been published in the journal Physical Review E.

Around 1% of the world’s population suffers from epilepsy, a neurological disorder that causes epileptic seizures. In these seizures, a group of neurons displays abnormal excessive neuronal activity in the brain.

But 9% of all epileptic patients suffer from what is known as pharmacoresistant focal-onset epilepsy. In these patients, epileptic seizures cannot be controlled by medication. For them, one potential therapy is the neurosurgical resection of the brain area where seizures start.

Nevertheless, various diagnostic techniques must be performed to try to locate this focus. The brain’s electrical activity is measured by means of electroencephalography, a technique that uses electrodes to collect the electroencephalographic signals (EEG signals). In this work, signals were used recorded using intracranial electrodes (see photo), directly connected to the surface of the brain, to record the patient’s electrical activity and thus locate the focus.

But, does this study seek to pinpoint exactly where in the brain the epileptic seizure begins? Anaïs Espinoso, a PhD researcher with the “Nonlinear Time Series Analysis” (NTSA) research group at UPF and first author of the publication, explains that “this is not the goal of the work, the signals of the epileptic focus have a different dynamic from those that do not come directly from the focus. We study these dynamics and we want to achieve the technique that can best accentuate the differences between the two types of signals”.

For this reason, they studied the signals produced by five patients suffering from pharmacoresistant focal-onset epilepsy. They applied EEG signal analysis techniques to see various aspects such as phase synchronization and irregularity, a conceptually simple and effective approach to characterize electroencephalographic recordings of patients with epilepsy. Espinoso explains that “many studies of electroencephalographic signals apply complex techniques that encourage the analysis of a large number of patients. These studies, moreover, analyse the signal directly, but this can be altered by physiological artefacts or during the signal acquisition process”.

“It is a simple and effective method that allows analysing various signals very quickly, and you also don’t have to wait for the person to suffer an epileptic fit to get results. Suffering a fit can lead to a number of problems for the patient, such as seizures, involuntary muscle movements, loss of consciousness, etc. Thus, signals without epileptic fits gain in importance when it comes to supplementing the diagnosis”

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For this reason, in this study the authors obtain the instantaneous phase of the signals. “Obtaining the phase is nothing more than considering that the dynamic of the signal oscillates in a circle every certain amount of time and indicating its position in this circle at every point of time”, explains Ralph Gregor Andrzejak, director of the NTSA group and co-author of the publication. “Hence, signal analysis techniques to try to differentiate the signals of the epileptic focus (focal signals) from others recorded in different parts of the brain (non-focal signals) directly analyse this phase”.

The results showed that focal signals are more synchronized than non-focal signals. As for phase irregularity, this technique also enables differentiating both types of signals, “focal signals have fewer irregularities than the non-focal ones, the absence of these irregularities is induced by the epileptic process itself”, Espinoso continues. “In highly simplified terms, the brain signals involved in the seizure tend to synchronize more easily and be more regular”.

The technique in question, the authors point out, is to quantify the irregularity of the phase obtained from the signal. Espinoso explains that “irregularity can be due to several reasons: the noise, non-linearity, stochasticity and non-stationarity of the signal phase”.

Andrzejak comments that they had previously studied these signals with other analysis techniques and had not achieved such a high level of difference as in this article.

This technique has several advantages. “It is a simple and effective method that allows analysing various signals very quickly, and you also don’t have to wait for the person to suffer an epileptic fit to get results. Suffering a fit can lead to a number of problems for the patient, such as seizures, involuntary muscle movements, loss of consciousness, etc. Thus, signals without epileptic seizures gain importance when it comes to supplementing the diagnosis”, they conclude.

The concept of open science is the idea that scientific research should be accessible to everyone, free of charge. For this reason, the authors of this article have published in public repositories the results and codes obtained in the study. Thus, Espinoso clarifies, “it will be possible to advance in the study of epilepsy more quickly with the help of other researchers”. An unformatted version of the article can be found in the UPF e-Repository. This research is part of Espinoso’s doctoral thesis and was carried out with the support of the Spanish Ministry of Science and Innovation and the State Research Agency.

Source: Universitat Pompeu Fabra- Barcelona

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The First Suicide and Self-Harm Cross-Industry Signal Sharing Program to be Established Under the Leadership of The Mental Health Coalition

The Mental Health Coalition

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NEW YORK, Sept. 12, 2024 /PRNewswire/ — The Mental Health Coalition (MHC) announced today a new program called Thrive, the first cross-industry signal sharing program designed to help stop the spread of suicide and self-harm content across different internet platforms. The goal is to increase industry collaboration, prevent online challenges from spreading virally, and help improve early detection of content that could potentially pose a safety risk.

Suicidal and self-harm content online can manifest in diverse forms, including viral challenges, text posts, visual media (images and livestreams), etc. While approaches employed by internet companies to mitigate harmful content differ, they are crucial for safeguarding user and viewer wellbeing. The expeditious identification and removal of suicide and self-harm content through Thrive will enable companies who are part of Thrive to investigate, take action and prevent similar content from being disseminated on their platforms fostering a safer online environment. While the technological infrastructure underpinning Thrive is not new (provided by Meta, it is already used by the Tech Coalition’s Lantern program), this initiative marks the first industry-wide endeavor to address suicide and self-harm content comprehensively across different platforms.

“We at MHC are excited to work with Thrive; a unique collaborative of the most influential social media platforms that have come together to address suicide and self-harm content. Meta, Snap and TikTok are some of the initial partners to join “the exchange” committing to make an even greater impact and help save lives,” said Kenneth Cole, Founder of The Mental Health Coalition.

“The integration of signal sharing, coupled with cross-industry collaboration and moderated by an independent and neutral intermediary, represents a major breakthrough in industry collaboration and public protection on the global, public health crisis of suicide and ultimately save lives,” said Dr. Dan Reidenberg, Director of Thrive.

Thrive will leverage a centralized technology platform, enabling the aggregation of information from diverse sources (platforms), where participating companies can receive alerts of content that raises concerns or contravenes their respective company policies or community standards against suicide and self-harm. Platforms are then able to independently assess whether to take action on the content. This new signal sharing program will be underpinned by a technical infrastructure provided by Meta which allows tech companies to securely share signals about content that breaks their suicide and self-harm policies. This approach addresses harmful content while respecting the autonomy of each organization’s moderation strategies, reduce the risk of contagion or content becoming viral across platforms and ensure measures exist and only share de-identified signals to protect the users privacy. There will be no personally identifiable information shared through Thrive.

“At Meta, we have strict rules against content that encourages, glorifies or shows graphic suicide or self-harm, and remove it whenever we become aware of it. Unfortunately this content isn’t limited to any one platform – especially when it comes to viral challenges – and it’s imperative that the technology industry works together to help prevent it from spreading. That’s why we’re proud to partner with the Mental Health Coalition and our peers to launch Thrive, and help keep people safe across the many apps they use.” Antigone Davis, VP of Global Safety at Meta.

“The safety and well-being of the Snapchat community is a top priority. Our dedicated teams, technologies, policies, and partnerships help keep our community safe, healthy, and informed, and our well-being features are designed to educate and empower individuals who might be struggling with their own social and emotional well-being. We are honored to be founding members of the Thrive initiative – an opportunity to continue to work industry-wide on approaches that strengthen capabilities to halt the spread of self-harm content.” Jacqueline Beauchere, Global Head of Platform Safety, Snap

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“TikTok is an uplifting and entertaining part of many people’s day, and we continually invest in protecting and securing our community’s experience. By becoming a founding member of The Mental Health Coalition’s Thrive, we’re strengthening how we prevent harmful suicide and self-harm content online. Through this important collaboration and collective action, we hope to keep people safe on TikTok and beyond.” Valiant Richey, Global Head of Outreach and Partnerships, Trust and Safety, TikTok

Thrive’s Director will oversee operational aspects of the program, ensuring its effective functioning through convening, facilitating, moderating, and monitoring activities. Participating companies will assume responsibility for uploading, reviewing and taking the appropriate action on the content shared through Thrive and leveraging the platform to share insights and best practices. Dr Reidenberg will collaborate with other signal sharing exchange directors on optimal moderation strategies, lessons learned, and transparency protocols. An annual report will be issued to provide insight into the exchange’s use and impact.

Meta, Snap, and TikTok have pledged their support and participation as founding members, with other companies expected to join.

The Mental Health Coalition relies on donations. If you want to help support Thrive and the lifesaving work of the Coalition, please contact Dr Dan Reidenberg.

About The Mental Health Coalition

The Mental Health Coalition (www.thementalhealthcoalition.org), is a coalition of the Nation’s leading mental health organizations, brands, and individuals who have joined forces to end the debilitating stigma surrounding mental health and to change the way people talk about, and care for, mental illness. Our mission is to catalyze like-minded communities to work together to destigmatize mental health and empower access to vital resources and necessary support for all.

The Mental Health Coalition was formed with the understanding that the mental health crisis is fueled by a pervasive and devastating stigma, preventing millions of individuals from being able to seek the critical treatment they need. We will not relent until mental health is no longer associated with stigma, shame or judgment and all people feel empowered to openly discuss and address their individual mental health needs.

SOURCE The Mental Health Coalition

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Important Recall Alert: Milo’s Poultry Farms and Tony’s Fresh Market Eggs Potentially Contaminated with Salmonella

Milo’s Poultry Farms, LLC has recalled eggs under the “Milo’s Poultry Farms” and “Tony’s Fresh Market” labels in Wisconsin, Illinois, and Michigan due to Salmonella contamination, advising consumers to discard or return products.

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selective focus photo of three eggs on tray
Photo by Monserrat Soldú on Pexels.com

As of September 6, 2024, Milo’s Poultry Farms, LLC, headquartered in Bonduel, Wisconsin, has issued a voluntary recall of all its egg products due to possible contamination with Salmonella. This recall applies to both “Milo’s Poultry Farms” and “Tony’s Fresh Market” branded eggs, spanning across various retail stores and foodservice distributors in Wisconsin, Illinois, and Michigan.


What You Need to Know

Salmonella is a bacteria that can cause serious and occasionally fatal infections, particularly in young children, the elderly, and individuals with weakened immune systems. Healthy individuals infected with Salmonella often experience fever, diarrhea (potentially bloody), nausea, vomiting, and abdominal pain. In severe cases, the infection can result in the bacteria entering the bloodstream and causing more critical conditions such as infected aneurysms, endocarditis, and arthritis.

Scope of the Recall

The recall encompasses:

  • All carton sizes and types of eggs under the “Milo’s Poultry Farms” label, across all expiration dates.
  • All carton sizes of “Tony’s Fresh Market” branded eggs, applicable to all expiration dates.
  • All cases of eggs intended for retail foodservice distribution, regardless of expiration dates.

Reason for the Recall

The recall was triggered after environmental samples collected by the FDA tested positive for Salmonella. Further investigations through whole genome sequencing linked these samples to an ongoing outbreak of Salmonella, prompting immediate action by Milo’s Poultry Farms.

Consumer Safety Measures

Milo’s Poultry Farms, LLC has temporarily halted production and distribution of the affected products to conduct necessary testing and sanitization processes at their facilities.

What Should Consumers Do?

Customers who have purchased any of the recalled eggs are strongly advised not to consume them. These products should be discarded immediately or returned to the place of purchase for a full refund.

Consumers with additional questions or concerns can reach out directly to Milo’s Poultry Farms, LLC at (715) 758-6709 for further guidance and support.

Stay Informed

Salmonella is an ongoing risk in uncooked poultry and eggs. Consumers are reminded to cook eggs thoroughly before consumption to kill bacteria and prevent illness. Stay updated with food recall alerts and safety guidelines to ensure the health and safety of you and your family.

Remember, food safety is paramount. Keep abreast of the latest FDA warnings and manufacturer recalls to safely navigate any potential health risks associated with contaminated products.

About the FDA

The Food and Drug Administration (FDA) is a U.S. federal agency responsible for protecting public health by ensuring the safety, efficacy, and security of human and veterinary drugs, biological products, and medical devices. The FDA also regulates the nation’s food supply to safeguard against contamination and prevent foodborne illnesses. One of its key functions is monitoring and managing food recalls when potential risks are identified, ensuring that hazardous foods are quickly and effectively removed from the market. The FDA issues alerts to inform the public about foodborne illness outbreaks, working collaboratively with manufacturers to recall affected products and maintain the safety and integrity of the food supply chain.

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Read the FDA release here: https://www.fda.gov/safety/recalls-market-withdrawals-safety-alerts/milos-poultry-farms-llc-recalls-eggs-because-possible-health-risk

Source: FDA

Our Lifestyle section on STM Daily News is a hub of inspiration and practical information, offering a range of articles that touch on various aspects of daily life. From tips on family finances to guides for maintaining health and wellness, we strive to empower our readers with knowledge and resources to enhance their lifestyles. Whether you’re seeking outdoor activity ideas, fashion trends, or travel recommendations, our lifestyle section has got you covered. Visit us today at https://stmdailynews.com/category/lifestyle/ and embark on a journey of discovery and self-improvement.

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Lifestyle

Fall Respiratory Virus Vaccines: What pregnant people need to know

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virus vaccines

(Family Features) Fall brings cooler days and more time indoors. This makes it easier for viruses like influenza (flu), COVID-19 and respiratory syncytial virus (RSV) to spread. These illnesses can be especially risky for pregnant people and newborns. Getting vaccinated for flu, COVID-19 and RSV during your pregnancy lets you pass protection to your baby. Your immunity helps keep them from getting very sick from one of these viruses in their first few months of life.

Virus Vaccines

Vaccines for flu and COVID-19 also protect expectant parents from serious symptoms. Pregnant people are more likely to need medical care or hospitalization for flu and COVID-19 than people their age who are not pregnant, according to the Risk Less. Do More. Public Education Campaign.

“It makes sense that people are very careful about the health choices they make during pregnancy,” said Manisha Patel, MD, MS, MBA, Chief Medical Officer of the National Center for Immunization and Respiratory Diseases. “The good news is that flu and COVID-19 vaccines are the best way to protect you and your baby against serious disease. RSV vaccines cut by more than half the risk of your baby being hospitalized for severe RSV disease, the leading cause of hospitalization for infants in the United States.”

Here are some key facts about pregnancy and vaccination:

Getting vaccinated protects you during and after pregnancy.
Common respiratory viruses can be dangerous for people who are pregnant or have recently been pregnant. This is because respiratory illnesses during pregnancy are more likely to be severe. Studies show that the flu and COVID-19 vaccines are the best protection for pregnant people. They lower the risk of serious illness, hospitalization and death. Like medications, vaccines can cause side effects, but side effects from flu and COVID-19 vaccines are almost always mild and brief. The benefits of these vaccines outweigh the risks for most people.

The Centers for Disease Control and Prevention also recommends an RSV vaccine during pregnancy. Vaccination during pregnancy cuts the risk of a newborn being hospitalized with RSV by half.

Getting vaccinated protects your unborn or nursing child.
Flu, COVID-19 and RSV viruses are dangerous for both unborn and newborn children. About 20,000 children under age 5 in the U.S. are hospitalized with flu each year. Infants under 6 months are at the highest risk of serious complications. Infants are also at higher risk for RSV. In fact, it’s the top reason babies in the U.S. are hospitalized.

When a pregnant person gets vaccinated for flu, COVID-19 or RSV, they share their immunity with their child. Recent studies also show that some breastfeeding parents maintain infection-fighting antibodies in their breastmilk after vaccination. This immunity can also help protect their baby.

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Timing for vaccinations is important.
Getting vaccinated for flu, COVID-19 and RSV during pregnancy builds antibodies that can help protect the baby. Get the yearly COVID-19 and flu vaccines this fall season. For RSV, it is recommended that pregnant people get vaccinated between 32-36 weeks of pregnancy during the RSV season, which is from September-January in most parts of the United States.

If you have questions or concerns, talk to your doctor. Knowing the facts about vaccination and pregnancy can offer confidence and comfort. Visit cdc.gov/RiskLessDoMore to learn more and talk with your doctor about getting your flu, COVID-19 and RSV vaccines.

Photo courtesy of Shutterstock


SOURCE:
United States Department of Health and Human Services

Our Lifestyle section on STM Daily News is a hub of inspiration and practical information, offering a range of articles that touch on various aspects of daily life. From tips on family finances to guides for maintaining health and wellness, we strive to empower our readers with knowledge and resources to enhance their lifestyles. Whether you’re seeking outdoor activity ideas, fashion trends, or travel recommendations, our lifestyle section has got you covered. Visit us today at https://stmdailynews.com/category/lifestyle/ and embark on a journey of discovery and self-improvement.

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