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Ways AI and Data is helping in our Fight with COVID-19

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Businesses rushing to realign themselves to this emerging reality are searching for innovations to help proceed problems manifested in the aftermath of COVID-19. Data processing proves to be an ally for epidemiologists as they collaborate with data scientists to counter the epidemic’s scale.

The spread of COVID-19 and the public demand for knowledge have spurred the development forward in the new norm of open-source data sets and visualizations, paving the way for a pandemic analytics discipline that we will launch. Analytics is the collection and interpretation of data from multiple fields to extract insights. Pandemic analytics is a new approach to tackle a phenomenon as ancient as humanity itself when used to research and global combat outbreaks: the spread of disease.

To sculpt the correct approach.

John Snow, the father of modern epidemiology, discovered cluster clusters of cholera cases around water pumps in the early 1850s when London fought a rampant increase in cholera cases. For the first time, this breakthrough allowed scientists to exploit data to battle pandemics, guide their efforts to measure the danger, identify the enemy, and formulate an effective response plan.

The Predictive and ability to analyze

The accessibility of information from reputable sources has contributed to the exchange of visualizations and tweets to teach the public without precedent. Take the complex world map created by the Center for Systems Science and Engineering of Johns Hopkins, such as these beautifully basic but enlightening animations from the Washington Post. These visualizations quickly show the public how viruses spread and which human behavior will assist or impede viruses’ spread. The democratization of data and computational resources, along with the vast capacity to exchange information over the internet, has allowed us to see the impressive impact of data being used for good.

In recent months, corporations have launched in-house pandemic data processing to develop their proprietary intelligence. To direct their personnel, clients, and the broader partner community through the ongoing crisis, some of the more enterprising organizations have also set up internal Track & Reply Command Centers.

Early in the epidemic, Oaperg learned that it would require its own COVID-19 response command center. It allows Oaperg data scientists the autonomy to create new and pragmatic ideas for more educated decision making, orchestrated by senior leadership. For example, the application of predictive analytics on the future effect of Oaperg clients and the industries where Oaperg represents them.

We used statistics, control theory, simulation modeling, and natural language processing to enable management to react rapidly during the COVID situation.

The condition to grasp its magnitude quantitatively and qualitatively.

Perform real-time subject modeling through thousands of international health agency publications and reputable news outlets; automate the extraction of quantifiable patterns (alerts) and actionable knowledge related to the position & duty. Build forecasting that can map and estimate directionally when regions vital to Oaperg and its clients will hit peak infection and, conversely, an improvement in recovery rate.

How we respond to matters. As a substitute for the real pandemic, using a statistical model of the scenario and using versatile and realistic variables to construct a multi-dimensional simulation model to deliver a practical forecast tailored to the leader using it.

The early burst of creativity has since matured, and 170 years of accumulated intelligence have demonstrated that the transmission of the disease is interrupted by early interventions. However, research, decision-making, and corresponding intervention can only be successful when all accessible/meaningful data points are first considered.

With machine learning and algorithms, healthcare officials at the Sheba Medical Center in Israel use data-driven planning to maximize the deployment of staff and services in anticipation of future cases. such as reported cases, deaths, test outcomes, touch tracing, population growth, demographics, migration traffic, medical resource supply, and stockpiles of pharmaceuticals.

There is a small silver lining to the viral spread: the exponential development of new evidence that we can benefit from and respond upon. Healthcare practitioners may address questions with the right analytical skills, such as where the next cluster is most likely to occur, which population is most vulnerable, and how the virus may mutate over time.

To Detect, Cure, and Recover

On December 21, 2019, the earliest anomalies linked to what was then considered a mystery pneumonia strain in Wuhan were found by an AI system run by a Toronto-based startup named BlueDot. To identify a resemblance to the 2003 SARS epidemic, the AI system had access to over one million publications in 65 languages. Only nine days later did the WHO alert the general public to the existence of this new threat.

It is a struggle to solve data at scale to build healthcare technologies, and this is where AI will play a key role. To better diagnose the Coronavirus by imaging research, AI technology has also been deployed, reducing the diagnostic time from CT scan findings from around 5 minutes to 20 seconds. AI can help cope with the growing workloads of diagnostics by automation and free up precious money to spend on treating patients.

It is also possible to use AI and ML to speed up the process of pharmaceutical production. Just one AI-developed drug has completed clinical trials in humans so far. But when the system could speed up a method that usually takes years, even the solitary achievement is highly remarkable.

It’s also likely that AI can help reduce drug production periods to mere months or weeks in collaboration with medical researchers. This human-machine synergy in the pharmaceutical room is the need of the hour, with the world still in desperate need of a COVID-19 vaccine months after the first reported death.

Conclusion

It is important to note that technology is nothing but humanity’s collective innovation over time as the planet prepares itself for the effects of the COVID-19 epidemic. With technology, we have the resources required to help us live and defend ourselves. In the coming weeks and months, we do not know what lies in store for us, but we sure can interpret, and draw wisdom from our everyday experience. We have the opportunity to contain and mitigate the effects of illness now and in the future, with the right technologies applied in the right way.

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SpaceX successfully launches 5th GPS satellite aboard reused rocket for US Space Force

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SpaceX has successfully launched the fifth GPS satellite for the U.S. military.

The GPS III SV05 satellite – nicknamed for NASA astronaut Neil Armstrong – launched on board the 227-foot-tall Falcon 9 rocket from Space Launch Complex 40 at Cape Canaveral Space Force Station, taking off at 12:09 p.m. ET.

“We have liftoff! The Falcon 9 rocket carrying the latest GPS III satellite has launched!” the Space Force Space and Missiles Systems Center said, retweeting SpaceX’s Twitter video of the moment.

Arrangement of the Lockheed Martin-assembled satellite was affirmed over 90 minutes after the fact.

It is expected to maneuver into a 12,550-mile-high orbit, as indicated by Spaceflight Now, and join the current constellation of satellites.

Three advanced GPS III missions have recently launched on Falcon 9 rockets throughout the most recent few years and Space.com revealed Thursday that the U.S, military intends to dispatch a sum of 10 redesigned GPS satellites to replace some older ones effectively in space.

The next-generation satellites will include “new technology and advanced capabilities” and meet the “needs of the military to mitigate threats” to GPS infrastructure, as indicated by Lockheed Martin.

The aerospace defense organization said that the satellites are the “most powerful GPS satellite ever built,” with multiple times times greater accuracy and up to multiple times expanded enemy of jam insurance.

“GPS III was also intentionally created with a modular design so that new technology and capabilities could be added as technology changes or new mission needs change,” it noted.

The following GPS III mission – likewise contracted to the Elon Musk-founded company – is scheduled for at some point in 2022.

Notwithstanding the satellite, the pre-owned rocket flew a payload for the first time.

It was SpaceX’s 19th mission this year and its 89th successful booster recovery, with Falcon 9’s first stage arriving at around 12:19 p.m. ET on the Just Read the Instructions droneship positioned in the Atlantic Ocean.

In another first, SpaceX’s recovery vessel HOS Briarwood would make its debut to recuperate the payload fairings after they fall back to Earth.

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World’s littlest dinosaur is really a ‘weird’ ancient lizard, researchers say

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A tiny skull entombed in 99-million-year-old amber that became the subject of scientific debate last year was at first idea to have a place with the world’s littlest dinosaur species.

In any case, the high-profile March 2020 scientific paper that unveiled the disclosure of Oculudentavis khaungraae was withdrawn sometime thereafter. New exploration distributed on Monday, in light of another, better-safeguarded amber specimen, recommends that the skull was from an prehistoric lizard.

“It’s a really weird animal. It’s unlike any other lizard we have today,” said co-creator of the new examination Juan Diego Daza, a herpetologist and aide professor of biological sciences at Sam Houston State University in Texas, in a news discharge.

“We estimate that many lizards originated during this time, but they still hadn’t evolved their modern appearance,” he said. “That’s why they can trick us. They may have characteristics of this group or that one, but in reality, they don’t match perfectly.”

The creators of the new paper published in the journal Current Biology named the creature Oculudentavis naga out of appreciation for the Naga individuals of India and Myanmar, where the golden was found. They said it was from similar family or class as Oculudentavis khaungraae, yet likely an alternate animal varieties.

Oculudentavis means “eye tooth bird” in Latin, however Daza said taxonomic rules for naming and organizing animal species implied that they needed to keep utilizing it despite the fact that it wasn’t exact.

“Since Oculudentavis is the name originally used to describe this taxon, it has priority and we have to maintain it,” Daxa said. “The taxonomy can be sometimes deceiving.”

The better-preserved amber, which was found in a similar golden mining locale in Myanmar as the first depicted Oculudentavis example, held piece of the reptile’s skeleton, including its skull, with visible scales and soft tissue. The two bits of golden were 99 million years of age.

Distorted skulls

The creators said the animal was hard to categorize, yet by utilizing CT outputs to separate, analyze and compare at each bone from the two species, they distinguished attributes that recognized the animals as lizards.

These included the presence of scales; teeth attached directly to the jawbone instead of nestled into sockets, as dinosaur teeth were; lizardlike eye structures and shoulder bones; and a hockey-stick-shaped skull that is all around shared by other scaled reptiles.

In the better-saved example, the group recognized a raised crest running down the highest point of the nose and a fold of free skin under the jaw that may have been expanded in show, qualities shared by different reptiles.

The creators accept that the two species’ skulls had gotten distorted as the golden, produced using globs of sap from old tree bark, hardened around them. They said that Oculudentavis khaungraae’s nose was crushed into a narrower, more beaklike shape while Oculudentavis naga’s braincase was packed.

The contortions amplified birdlike features in a single skull and lizardlike highlights in the other, said coauthor Edward Stanley, overseer of the Florida Museum of Natural History’s Digital Discovery and Dissemination Laboratory.

“Imagine taking a lizard and pinching its nose into a triangular shape,” Stanley said in a statement. “It would look a lot more like a bird.” Birds are the only living relatives of dinosaurs.

An ethical minefield

Some of paleontology’s most exciting finds as of late have emerged from northern Myanmar’s rich amber deposits. Much of the amber finds its approach to business sectors in southwest China, where it is purchased by collectors and scientists. Be that as it may, moral worries about who profits by the offer of golden have arisen, especially since 2017, when Myanmar’s military assumed responsibility for golden mines. Government powers and ethnic minorities have battled around here for quite a long time, and a United Nations report has blamed the military of torture, abductions, rape and sexual violence.

The examination creators said in the news discharge that the golden was bought by gemologist Adolf Peretti before 2017 from an approved organization that has no connections to Myanmar’s military, and cash from the deal didn’t uphold equipped clash.

They said utilization of the example followed rules set out by the Society of Vertebrate Paleontology, which has requested that associates cease from chipping away at golden sourced from Myanmar since June 2017.

“As scientists we feel it is our job to unveil these priceless traces of life, so the whole world can know more about the past. But we have to be extremely careful that during the process, we don’t benefit a group of people committing crimes against humanity,” Daza said.

“In the end, the credit should go to the miners who risk their lives to recover these amazing amber fossils.”

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‘Ring of fire’ eclipse 2021: How to see the solar eclipse on June 10

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In the first solar eclipse of the year, the moon will on the whole impede the sun, leaving just a fiery ring of Earth’s star visible Thursday (June 10) morning.

Skygazers in only a few places — in pieces of Canada, Greenland and northern Russia — will actually want to detect this blazing ring, otherwise called an annular eclipse, as per NASA.

Be that as it may, an partial solar eclipse — when the moon takes a circular “bite” out of the sun — will be apparent in more spaces of the Northern Hemisphere, including portions of the eastern United States and northern Alaska, a lot of Canada, and parts of the Caribbean, Europe, Asia and northern Africa, NASA detailed.

Solar eclipses happen when the moon scoots among Earth and the sun, obstructing a few or essentially the entirety of the sun’s light. During an annular eclipse, the moon is far enough away from Earth that it’s too little to even consider shutting out the whole sun. All things being equal, as the moon coasts across the sun, the external edges of the sun are as yet noticeable from Earth as an annulus, or ring.

The whole solar eclipse will last around 100 minutes, beginning first thing in the morning in Ontario, Canada, and voyaging toward the north until the moment of greatest eclipse, around 8:41 a.m. neighborhood time in Greenland (6:41 a.m. EDT; 11:41 GMT) 10:41 UTC in northern Greenland and ending at sunset in northeastern Siberia, as per EarthSky. The “ring of fire” phase, when the moon covers 89% of the sun, will last as long as 3 minutes and 51 seconds at each point along this way.

Come regions that don’t fall along the solar eclipse’s path will see an partial eclipse, assuming the rainclouds hold back. Here, a part of the moon’s outer, lighter shadow, known as the penumbra, hinders the sun. As the moon passes before the sun, it will seem as though this shadow took a sumptuous bite out of the bright star. For watchers in the United States, it’s ideal to watch previously, during and soon after sunrise, depending on your location, particularly in case you’re in pieces of the Southeast, Northeast or Midwest, or in northern Alaska, NASA announced. All in all, ensure you have an clear view not too far off as the sun tries to welcome the new day however is halfway obstructed by the moon.

In New York, for example, the most maximum eclipse will occur at 5:32 a.m. EDT, as per Space.com, a Live Science sister site.

In the United Kingdom and Ireland, skywatchers will see up to 38% of the sun shut out during the partial eclipse soon after 11 a.m. nearby time, as indicated by the Royal Astronomical Society.

Conversely, the broadly watched Great American Solar Eclipse in 2017 was an total solar eclipse, which means the moon totally shut out the sun. Watchers in U.S. states on a way from Oregon to South Carolina had the opportunity to witness the eclipse’s totality, when the moon totally impeded the sun, permitting individuals to gaze upward without eye protection. (This is protected, notwithstanding, just during the short second when the moon completely hinders the sun.)

Since the current week’s eclipse will exclude entirety, you ought not gaze straight toward the shroud, regardless of whether you are wearing shades. All things considered, you’ll need exceptional overshadowing glasses or different instruments, like a homemade solar eclipse viewer (here’s a bit by bit control) or even a spaghetti strainer or colander, which will show the halfway obscuration’s shadow in the event that you let the sun radiate through its openings and onto the ground or another surface.

On the off chance that the climate or your location prevents you from seeing the eclipse, you can watch it live beginning at 5:30 a.m. EDT (9:30 UTC) at the Virtual Telescope Project.

In the event that you miss this solar eclipse, you actually have one more shot for the current year. The second and final solar eclipse of 2021 will occur on Dec. 4. Albeit an total solar eclipse will be visible just from Antarctica, individuals in southern Africa, including Namibia and South Africa, can catch a glimpse at a partial solar eclipse, as indicated by they.

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