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	<title>improves &#8211; USA NEWS LIVE</title>
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	<title>improves &#8211; USA NEWS LIVE</title>
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		<title>Research shows that providing driver&#039;s licenses to undocumented immigrants improves birth outcomes</title>
		<link>https://bloggingthree.soflytech.com/2025/01/research-shows-that-providing-drivers-licenses-to-undocumented-immigrants-improves-birth-outcomes/</link>
		
		<dc:creator><![CDATA[chandankumarsoft]]></dc:creator>
		<pubDate>Tue, 07 Jan 2025 19:14:59 +0000</pubDate>
				<category><![CDATA[Business]]></category>
		<category><![CDATA[birth]]></category>
		<category><![CDATA[driver39s]]></category>
		<category><![CDATA[immigrants]]></category>
		<category><![CDATA[improves]]></category>
		<category><![CDATA[licenses]]></category>
		<category><![CDATA[outcomes]]></category>
		<category><![CDATA[providing]]></category>
		<category><![CDATA[research]]></category>
		<category><![CDATA[shows]]></category>
		<category><![CDATA[undocumented]]></category>
		<guid isPermaLink="false">https://bloggingthree.soflytech.com/?p=22237</guid>

					<description><![CDATA[When states give driver&#39;s licenses to undocumented immigrants, it also affects non-drivers &#8211; even the youngest ones. Babies of immigrants from Mexico and Central America are larger and healthier in states that make this alteration. Our research shows. The longer a law is in effect before a toddler is conceived, the stronger the effect. We [&#8230;]]]></description>
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<div itemprop="articleBody">
<p>When states give driver&#39;s licenses to undocumented immigrants, it also affects non-drivers &#8211; even the youngest ones. Babies of immigrants from Mexico and Central America are larger and healthier in states that make this alteration. <a href="https://doi.org/10.1177/00221465241230839">Our research shows</a>. The longer a law is in effect before a toddler is conceived, the stronger the effect.</p>
<p>We are one <a href="https://sociology.wustl.edu/people/margot-moinester">sociologist</a> and a <a href="https://sph.emory.edu/faculty/profile/index.php?FID=kaitlyn-stanhope-14988">Epidemiologist</a> who examined the birth records of greater than 4 million babies born to Mexican and Central American immigrants who lived in states that had implemented expanded driver&#39;s license policies between 2008 and 2021. </p>
<p>We have found that low birth weight occurs in infants <a href="https://www.chop.edu/conditions-diseases/low-birthweight">lower than 5 kilos, 8 ounces at birth</a> – decreased by 7% in these states and the typical weight of newborns increased by 5.2 grams. </p>
<p>To validate our results, we repeated the evaluation for U.S.-born, non-Hispanic white pregnant people living in the identical states. We didn&#8217;t expect the law to have any impact on this group &#8211; and in truth we&#8217;ve got not found any.</p>
<h2>Why it matters</h2>
<p>This research shows how government policies related to immigration can impact the health and well-being of immigrant families, even when those policies don&#8217;t have anything to do with health.</p>
<p>Over the past 20 years, state governments have passed increasingly more immigration laws. While a few of these measures are aimed toward driving out immigrants, others are aimed toward giving them more protection. Such laws may apply to immigrants of various legal status, including undocumented immigrants and lawful everlasting residents. And they also can affect US residents.</p>
<p><a href="https://www.ncsl.org/immigration/states-offering-drivers-licenses-to-immigrants">Nineteen states</a> Most recently, they passed laws that allow undocumented people to acquire driver&#39;s licenses <a href="https://www.mprnews.org/story/2024/09/27/nearly-one-year-after-its-passage-minnesota-immigrants-embracing-drivers-license-for-all">Minnesota in 2023</a>. Lawmakers in several other states, including Indiana and Michigan, have introduced similar measures. Florida, alternatively, has not only banned undocumented immigrants from obtaining driver&#39;s licenses, but additionally doesn&#8217;t recognize driver&#39;s licenses issued to undocumented immigrants <a href="https://www.nbcmiami.com/news/local/these-are-the-5-state-drivers-licenses-no-longer-valid-in-florida-under-new-immigration-law/3066073/">from other federal states</a>. </p>
<figure class="align-center zoomable">
<div class="placeholder-container" style="--aspect-ratio-percent:54.774535809018566%;--background-color:#975554"><img decoding="async" alt="A white license plate reads “Massachusetts: Licenses for All” in English and Spanish." class="lazyload" src="https://images.theconversation.com/files/638302/original/file-20241212-15-iikq9h.jpg?ixlib=rb-4.1.0&#038;q=45&#038;auto=format&#038;w=754&#038;fit=clip" srcset="https://images.theconversation.com/files/638302/original/file-20241212-15-iikq9h.jpg?ixlib=rb-4.1.0&#038;q=45&#038;auto=format&#038;w=600&#038;h=328&#038;fit=crop&#038;dpr=1 600w, https://images.theconversation.com/files/638302/original/file-20241212-15-iikq9h.jpg?ixlib=rb-4.1.0&#038;q=30&#038;auto=format&#038;w=600&#038;h=328&#038;fit=crop&#038;dpr=2 1200w, https://images.theconversation.com/files/638302/original/file-20241212-15-iikq9h.jpg?ixlib=rb-4.1.0&#038;q=15&#038;auto=format&#038;w=600&#038;h=328&#038;fit=crop&#038;dpr=3 1800w, https://images.theconversation.com/files/638302/original/file-20241212-15-iikq9h.jpg?ixlib=rb-4.1.0&#038;q=45&#038;auto=format&#038;w=754&#038;h=413&#038;fit=crop&#038;dpr=1 754w, https://images.theconversation.com/files/638302/original/file-20241212-15-iikq9h.jpg?ixlib=rb-4.1.0&#038;q=30&#038;auto=format&#038;w=754&#038;h=413&#038;fit=crop&#038;dpr=2 1508w, https://images.theconversation.com/files/638302/original/file-20241212-15-iikq9h.jpg?ixlib=rb-4.1.0&#038;q=15&#038;auto=format&#038;w=754&#038;h=413&#038;fit=crop&#038;dpr=3 2262w" sizes="(min-width: 1466px) 754px, (max-width: 599px) 100vw, (min-width: 600px) 600px, 237px"></div><figcaption>
              <span class="caption">A mock license plate shows support for the Massachusetts law, which went into effect in 2022.</span><br />
              <span class="attribution"><a class="source" href="https://www.gettyimages.com/detail/news-photo/boston-ma-a-sign-on-a-mock-up-of-a-plate-outside-the-state-news-photo/1241218880">David L. Ryan/The Boston Globe via Getty Images</a></span><br />
            </figcaption></figure>
<p>Previous research has shown how restrictive policies can negatively impact the health of immigrants and their children. Our study is certainly one of the primary to look at how supportive immigration policies on the state level, similar to expanding access to driver&#39;s licenses, affect health.</p>
<p>This is related to the next birth weight <a href="https://doi.org/10.1093/ije/dyq267">higher health throughout life</a>including improved cognitive development in infancy and reduced risk of cardiovascular and metabolic diseases in middle age. It can also be connected <a href="http://doi.org/.10.3386/w21354">with increasing income in maturity</a>. </p>
<p>Since birth weight is a very important indicator <a href="https://doi.org/10.1093/oxfordhb/9780199389292.013.26">future health and economic outcomes</a>The advantages of allowing undocumented people to acquire driver&#39;s licenses may very well be felt for a long time to return.</p>
<p>The laws we analyzed were implemented between 2013 and 2020, a period marked by increasing anti-immigrant sentiment. In the center <a href="https://www.reuters.com/world/us/inside-trumps-plan-mass-deportations-who-wants-stop-him-2024-11-06/">Promise of mass deportations</a> Under a second Donald Trump administration, these results are a timely reminder of the critical role of presidency policymaking within the health of immigrant families.</p>
<h2>What isn&#8217;t yet known</h2>
<p>We don&#39;t know exactly why expanding access to driver&#39;s licenses would result in healthier birth outcomes for immigrants.</p>
<p>One possible explanation is that these laws reduce stress. Stress exposure each before and while pregnant increases the chance of antagonistic birth outcomes. And for a lot of undocumented immigrants and their families, driving with no permit — a criminal offense that may jeopardize immigration status and even result in deportation — is a significant source of stress. </p>
<p>Additionally, obtaining a driver&#39;s license could make it easier for undocumented immigrants to work, find health care, and access other resources—all of which might contribute to higher birth weight.</p>
<p>It will take more work to work out the influence of all these aspects. For this reason, we consider researchers should examine the potential health effects of other inclusive state immigration policies, similar to: Such as eligibility for in-state tuition for undocumented residents, employment protections for non-citizens, and the availability of public medical insurance no matter legal status. </p>
<p>As our research shows, the well-being of immigrant families depends upon greater than just what happens in Washington.</p>
</p></div>
<p><em>image credit : theconversation.com</em></p>
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		<title>Moderna and Merck: Vaccine improves survival of patients with fatal skin cancer</title>
		<link>https://bloggingthree.soflytech.com/2024/06/moderna-and-merck-vaccine-improves-survival-of-patients-with-fatal-skin-cancer/</link>
		
		<dc:creator><![CDATA[chandankumarsoft]]></dc:creator>
		<pubDate>Tue, 04 Jun 2024 09:42:30 +0000</pubDate>
				<category><![CDATA[Health]]></category>
		<category><![CDATA[cancer]]></category>
		<category><![CDATA[fatal]]></category>
		<category><![CDATA[improves]]></category>
		<category><![CDATA[Merck]]></category>
		<category><![CDATA[Moderna]]></category>
		<category><![CDATA[Patients]]></category>
		<category><![CDATA[skin]]></category>
		<category><![CDATA[survival]]></category>
		<category><![CDATA[vaccine]]></category>
		<guid isPermaLink="false">https://bloggingthree.soflytech.com/?p=5343</guid>

					<description><![CDATA[Modern And Merck publishes more positive Three-year data Monday about their experimental vaccine, which is being given to patients with the deadliest type of skin cancer together with the therapy Keytruda. The vaccine together with Merck’s Keytruda improved survival and showed long-lasting efficacy in an interim study in patients with a deadly type of skin [&#8230;]]]></description>
										<content:encoded><![CDATA[<p></p>
<div>
<p><span class="QuoteInBody-quoteNameContainer" data-test="QuoteInBody" id="RegularArticle-QuoteInBody-1">Modern<span class="QuoteInBody-inlineButton"><span class="AddToWatchlistButton-watchlistContainer" id="-WatchlistDropdown" data-analytics-id="-WatchlistDropdown"><button class="AddToWatchlistButton-watchlistButton" aria-label="Add To Watchlist" data-testid="dropdown-btn"><span class="AddToWatchlistButton-addWatchListFromTag"></span></button></span></span></span>    And <span class="QuoteInBody-quoteNameContainer" data-test="QuoteInBody" id="RegularArticle-QuoteInBody-2">Merck<span class="QuoteInBody-inlineButton"><span class="AddToWatchlistButton-watchlistContainer" id="-WatchlistDropdown" data-analytics-id="-WatchlistDropdown"><button class="AddToWatchlistButton-watchlistButton" aria-label="Add To Watchlist" data-testid="dropdown-btn"><span class="AddToWatchlistButton-addWatchListFromTag"></span></button></span></span></span>    publishes more positive <a href="https://investors.modernatx.com/news/news-details/2024/Moderna--Merck-Announce-3-Year-Data-For-mRNA-4157-V940-in-Combination-With-KEYTRUDAR-pembrolizumab-Demonstrated-Sustained-Improvement-in-Recurrence-Free-Survival--Distant-Metastasis-Free-Survival-Versus-KEYTRUDA-in-Patients-With-High-Risk-Stage-IIIIV/default.aspx" target="_blank" rel="noopener">Three-year data</a> Monday about their experimental vaccine, which is being given to patients with the deadliest type of skin cancer together with the therapy Keytruda.</p>
<p>The vaccine together with Merck’s Keytruda improved survival and showed long-lasting efficacy<strong> </strong>in an interim study in patients with a deadly type of skin cancer. Moderna and Merck will present the info on the <a href="https://www.asco.org/" target="_blank" rel="noopener">American Society of Clinical Oncology</a> Annual meeting in Chicago.</p>
<p>The vaccine is a key a part of Moderna&#39;s product pipeline and has helped boost investor sentiment toward the biotech company after a bumpy last 12 months that saw demand for its Covid vaccine, the one product currently commercially available, plummet.</p>
<p>The data includes the primary results that the 2 corporations announced in December.</p>
<p>According to latest data, nearly 75% of patients who took the mixture were alive after 2.5 years, with no signs or symptoms of their cancer returning, compared with just 55.6% of patients who received Keytruda alone. </p>
<p>This profit was seen in several subgroups of patients, no matter whether or not they had tumors with a lot of mutations or whether or not they had sufficient amounts of a protein called PD-L1, which helps keep the body&#39;s immune responses under control. </p>
<p>The data suggested the vaccine could help treat a &#8220;broad spectrum&#8221; of melanoma patients, said Dr. Kyle Holen, head of development, therapeutics and oncology at Moderna, in a press release.</p>
<p>The overall survival rate of patients who received the vaccine together with Keytruda was 96 percent after 2.5 years. By comparison, the survival rate for patients who received Keytruda alone was 90.2 percent.</p>
<p>&#8220;When we look at the three-year updates, I&#39;m really excited about the consistency of these data,&#8221; Marjorie Green, head of world clinical development for oncology at Merck, said in an interview. </p>
<p>As the businesses previously announced, patients with severe types of melanoma who received the mixture were 49 percent less more likely to die or have their cancer return after about three years than patients who took Keytruda alone. The combination also reduced the chance of melanoma spreading to other parts of the body or dying by 62 percent.</p>
<p>The commonest unwanted side effects of the vaccine, in response to the info, were fatigue, pain on the injection site and chills. Most of those unwanted side effects were mild. Immune-related unwanted side effects were barely more common in patients who received the mixture.</p>
<p>The vaccine, which uses the identical mRNA technology as Moderna&#39;s Covid vaccine, is tailored based on an evaluation of a patient&#39;s tumors after they&#8217;ve been surgically removed. The vaccine is designed to coach the immune system to acknowledge and attack certain mutations in cancer cells. </p>
<p>Moderna is looking forward to working to shorten the time between the initial evaluation of a tumor and the administration of the shot to the patient, CEO Stephane Bancel said in an interview with CNBC.</p>
<p>Merck&#39;s Keytruda is approved to treat melanoma and other cancers and is a component of a gaggle of widely used immunotherapies that aim to deactivate a selected protein that helps cancer evade the immune system.</p>
<p>The US Food and Drug Administration announced in February <a href="https://www.merck.com/news/moderna-and-merck-announce-mrna-4157-v940-an-investigational-personalized-mrna-cancer-vaccine-in-combination-with-keytruda-pembrolizumab-was-granted-breakthrough-therapy-designation-by-the/" target="_blank" rel="noopener">Name for groundbreaking therapy</a> for the cancer vaccine to treat melanoma. This designation is meant to speed up the event and testing of treatments for serious and life-threatening diseases.</p>
<p>But Moderna and Merck also wish to apply to the FDA for an expedited approval process, Bancel noted. The process allows for accelerated approval of medicine for serious diseases that fill an unmet medical need.</p>
<p>According to the American Cancer Society, melanoma is answerable for the overwhelming majority of deaths from skin cancer. The variety of melanomas has increased dramatically in recent many years, in response to the organization.</p>
<p>According to the American Cancer Society, about 100,000 people within the United States will likely be diagnosed with melanoma this 12 months and nearly 8,000 persons are expected to die from the disease.</p>
<p>The two pharmaceutical corporations are investigating the mixture as a treatment for late-stage melanoma in a <a href="https://www.reuters.com/business/healthcare-pharmaceuticals/merck-moderna-begin-late-stage-study-mrna-cancer-vaccine-2023-07-26/" target="_blank" rel="noopener">Phase 3 study</a>which began in July. Bancel said the progress of this process to this point is &#8220;beyond our plans&#8221;. </p>
<p>Merck can be conducting one other Phase 3 study of the vaccine in patients with a certain kind of lung cancer. </p>
<p>This 12 months, Merck and Moderna began a two-part mid- to late-stage study of the vaccine and Keytruda in patients with advanced stages of a standard skin cancer. The corporations are also conducting a phase two study in certain patients with a certain kind of kidney cancer and one other study in individuals with a certain kind of bladder cancer.</p>
</div>
<p><em>image credit : www.cnbc.com</em></p>
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		<title>Deepfake detection improves when algorithms which might be more aware of demographic diversity are used</title>
		<link>https://bloggingthree.soflytech.com/2024/04/deepfake-detection-improves-when-algorithms-which-might-be-more-aware-of-demographic-diversity-are-used/</link>
		
		<dc:creator><![CDATA[chandankumarsoft]]></dc:creator>
		<pubDate>Wed, 17 Apr 2024 02:17:11 +0000</pubDate>
				<category><![CDATA[News]]></category>
		<category><![CDATA[algorithms]]></category>
		<category><![CDATA[aware]]></category>
		<category><![CDATA[Deepfake]]></category>
		<category><![CDATA[demographic]]></category>
		<category><![CDATA[detection]]></category>
		<category><![CDATA[diversity]]></category>
		<category><![CDATA[improves]]></category>
		<guid isPermaLink="false">https://bloggingthree.soflytech.com/?p=708</guid>

					<description><![CDATA[Deepfakes – essentially putting words into another person&#39;s mouth in a really believable way – have gotten more sophisticated and harder to detect each day. Current examples of deepfakes include: Taylor Swift nude picturesa Audio recording of President Joe Biden telling New Hampshire residents to not vote, and a Video of Ukrainian President Volodymyr Zelensky [&#8230;]]]></description>
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<p>Deepfakes – essentially putting words into another person&#39;s mouth in a really believable way – have gotten more sophisticated and harder to detect each day.  Current examples of deepfakes include: <a href="https://www.axios.com/2024/02/03/taylor-swift-deepfake-ai-image-protection">Taylor Swift nude pictures</a>a <a href="https://www.bloomberg.com/news/articles/2024-01-26/ai-startup-elevenlabs-bans-account-blamed-for-biden-audio-deepfake">Audio recording of President Joe Biden</a> telling New Hampshire residents to not vote, and a <a href="https://www.npr.org/2022/03/16/1087062648/deepfake-video-zelenskyy-experts-war-manipulation-ukraine-russia">Video of Ukrainian President Volodymyr Zelensky</a> called on his troops to put down their arms. </p>
<p>Although corporations have developed detectors to detect deepfakes, studies have shown this to be the case <a href="https://doi.org/10.48550/arXiv.2105.00558">Distortions in the information</a> The methods used to coach these tools may end in inappropriately targeting certain populations.</p>
<figure class="align-center ">
<div class="placeholder-container" style="--aspect-ratio-percent:68.56763925729443%;--background-color:#344758"><img decoding="async" alt="A hand holds a smartphone with text on it in front of a screen, a man stands in front of a lectern" class="lazyload" src="https://images.theconversation.com/files/584931/original/file-20240328-20-vx3sfw.jpeg?ixlib=rb-4.1.0&#038;rect=224%2C52%2C4767%2C3270&#038;q=45&#038;auto=format&#038;w=754&#038;fit=clip" srcset="https://images.theconversation.com/files/584931/original/file-20240328-20-vx3sfw.jpeg?ixlib=rb-4.1.0&#038;q=45&#038;auto=format&#038;w=600&#038;h=400&#038;fit=crop&#038;dpr=1 600w, https://images.theconversation.com/files/584931/original/file-20240328-20-vx3sfw.jpeg?ixlib=rb-4.1.0&#038;q=30&#038;auto=format&#038;w=600&#038;h=400&#038;fit=crop&#038;dpr=2 1200w, https://images.theconversation.com/files/584931/original/file-20240328-20-vx3sfw.jpeg?ixlib=rb-4.1.0&#038;q=15&#038;auto=format&#038;w=600&#038;h=400&#038;fit=crop&#038;dpr=3 1800w, https://images.theconversation.com/files/584931/original/file-20240328-20-vx3sfw.jpeg?ixlib=rb-4.1.0&#038;q=45&#038;auto=format&#038;w=754&#038;h=503&#038;fit=crop&#038;dpr=1 754w, https://images.theconversation.com/files/584931/original/file-20240328-20-vx3sfw.jpeg?ixlib=rb-4.1.0&#038;q=30&#038;auto=format&#038;w=754&#038;h=503&#038;fit=crop&#038;dpr=2 1508w, https://images.theconversation.com/files/584931/original/file-20240328-20-vx3sfw.jpeg?ixlib=rb-4.1.0&#038;q=15&#038;auto=format&#038;w=754&#038;h=503&#038;fit=crop&#038;dpr=3 2262w" sizes="(min-width: 1466px) 754px, (max-width: 599px) 100vw, (min-width: 600px) 600px, 237px"></div><figcaption>
              <span class="caption">A deepfake of Ukrainian President Volodymyr Zelensky from 2022 is claimed to indicate him calling on his troops to put down their arms.</span><br />
              <span class="attribution"><a class="source" href="https://www.gettyimages.com/detail/news-photo/this-illustration-photo-taken-on-january-30-2023-shows-a-news-photo/1246676884?adppopup=true">Olivier Douliery/AFP via Getty Images</a></span><br />
            </figcaption></figure>
<p>My team and I even have discovered recent methods that improve each the fairness and accuracy of deepfake detection algorithms. </p>
<p>To do that, we used a big dataset of facial fakes, which allows researchers like us to coach our deep learning approaches.  Our work is predicated on the state-of-the-art Xception detection algorithm, a <a href="https://doi.org/10.48550/arXiv.1901.08971">widespread foundation</a> for deepfake detection systems and might detect deepfakes with an accuracy of 91.5%.  </p>
<p><a href="https://openaccess.thecvf.com/content/WACV2024/papers/Ju_Improving_Fairness_in_Deepfake_Detection_WACV_2024_paper.pdf">We have developed two separate deepfake detection methods</a> is meant to advertise justice.</p>
<p>One focused on making the algorithm more sensitive to demographic diversity by labeling records by gender and race to attenuate errors in underrepresented groups. </p>
<p>The other aimed to enhance equity without counting on demographic labels, as a substitute specializing in characteristics invisible to the human eye. </p>
<p>It turned out that the primary method worked best.  It increased accuracy rates from 91.5% to 94.17%, which was a bigger increase than our second method in addition to several others we tested.  In addition, accuracy was increased while improving fairness, which was our important focus.</p>
<p>We consider that fairness and accuracy are critical if the general public is to just accept artificial intelligence technology.  When large language models like ChatGPT “hallucinate,” they&#8217;ll maintain erroneous information.  This affects public trust and safety. </p>
<p>Likewise, fake images and videos can undermine AI adoption if they can not be detected quickly and accurately.  An essential aspect of that is improving the fairness of those detection algorithms in order that certain demographic groups aren&#8217;t disproportionately harmed.</p>
<p>Our research addresses the fairness of deepfake detection algorithms, not only attempting to balance the information.  It offers a brand new approach to algorithm design that takes demographic fairness into consideration as a core aspect.</p>
</p></div>
<p><em>image credit : theconversation.com</em></p>
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