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Monthly Archives: April 2020
Agxio offers AI-built-by-AI fully-automated machine learning platform free in global fight against COVID-19 – Development Bank of Wales
Posted: April 11, 2020 at 7:31 pm
We share relevant third party stories on our website. This release was written and issued by Agxio.
A revolutionary new machine learning platform built entirely by the brilliance of AI could prove to be a vital weapon in the fight against coronavirus.
Apollo is a pioneering system to deliver a fully automated, AI-driven machine learning engine and is already being hailed as a game-changer.
Created by Cambridge and Aberystwyth-based applied AI innovation company, Agxio, Apollo operates beyond-human-scale performance, enabling the robotic platform to evaluate critical data to produce predictive models to solve real world problems. It then optimises these to look for patterns or configurations of parameters that human modellers may not even consider or have the patience to develop. And in a matter of hours.
With the appropriate data, Apollo and the power of machine learning can be used to analyse and predict the efficacy of potential vaccine combinations, outbreak trends, behavioural nudge factors, early warning indicators, medical images against risk indicators, and isolation rate projections, for example. The range of use cases for automated machine learning is however endless.
Importantly, the fully automated AI-driven engine doesnt require the user to be a programming expert or data scientist specialist enabling an expert in a non-data science or machine learning field to be able to study ideas or data that would otherwise take years of experience to be able to apply.
Agxio, which is already backed by the Welsh Government through the Development Bank of Wales, is now offering free use of the platform, together with its technical support team, to all credible researchers, practitioners and government bodies working to defeat COVID-19 for the duration of the pandemic.
Agxio CEO and co-founder, Dr Stephen Christie says: Whats different about Apollo is that this is AI built by AI - artificially intelligent machine learning. Its the machine building the machines, a series of robots building the best brains to answer targeted questions. Apollo is designed to focus on problems that are beyond human scale in dimension or complexity and is, without doubt, the most advanced approach of its kind.
What would take a human literally weeks and months to do, Apollo can generate in minutes and hours. Machine learning is one of the most important tools and defining technologies of our generation, and Apollo is a complete game-changer in terms of accelerating the building of machine learning and solutions.
While humans naturally tend to have biases, Apollo doesnt have any and is additionally data-agnostic. Most importantly, Apollo has speed and accuracy - and, right now, we need both to be really responsive to the situation. Accurate evaluation of data is vital in the governments planning of next-step measures. And I think it is critical for the government to be using the best tools and techniques we have available at this time.
To that end, the Agxio team has additionally created a single COVID-19 data portal for the global community. Coviddata.io is open to any parties for augmentation as cases, data and innovations evolve.
Dr Christie who was awarded Tech CEO of the Year 2019 and 2020 (Innovation & Excellence Awards) and has additionally won Life Sciences Awards (EBA) two years running - explains: If you are going to do anything around research and machine learning, data is critical - as is the sharing and pooling of that data in a properly trusted and curated form, and making the data accessible and available to researchers.
When making projections on isolation rates and strategies, you need real data and an engine that is able to crunch that data in a structured way, which is Apollo. Secondly, you need the data to be carefully curated and comprehensive. If you dont have either of those, youre going to struggle to come up with the correct answer.
Agxio secured investment from the Development Bank of Wales in January 2020. Andrew Critchley is an Investment Executive with the Development Bank of Wales. He adds: As backers of Agxio, we are delighted to see the company offering free use of their Apollo platform and expertise to help with the fight against Covid19.
Weve got to work together to beat this pandemic. Agxios cutting edge technology has the potential to help save lives, the impact could be global.
Apollo was originally developed as an expert system to enable arable farmers to analyse traditional and advanced IoT data to address the growing populations needs for improved yields and disease resistance. However, it has since proved to be a powerful tool for a number of different applications including fraud analytics, disease detection, economic anomalies, and bio-sequencing applications - automating the role of the data scientist to build optimal machine learning models against a target prediction. Data-agnostic, it can operate on numerical, textual and image data, both on and off premises.
Agxio is keen to hear from any data scientists and Python machine learning programmers who would like to volunteer support to researchers projects. If you would like to put your COVID-19 initiative forward for access to the Apollo platform, or volunteer your technical expertise to projects, please contact Covid-19@agxio.com
For more information please visit http://www.agxio.com.
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Machine Learning Market Insights on Trends, Application, Types and Users Analysis 2019-2025 – Science In Me
Posted: at 7:31 pm
In 2018, the market size of Machine Learning Market is million US$ and it will reach million US$ in 2025, growing at a CAGR of from 2018; while in China, the market size is valued at xx million US$ and will increase to xx million US$ in 2025, with a CAGR of xx% during forecast period.
In this report, 2018 has been considered as the base year and 2018 to 2025 as the forecast period to estimate the market size for Machine Learning .
This report studies the global market size of Machine Learning , especially focuses on the key regions like United States, European Union, China, and other regions (Japan, Korea, India and Southeast Asia).
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This study presents the Machine Learning Market production, revenue, market share and growth rate for each key company, and also covers the breakdown data (production, consumption, revenue and market share) by regions, type and applications. Machine Learning history breakdown data from 2014 to 2018, and forecast to 2025.
For top companies in United States, European Union and China, this report investigates and analyzes the production, value, price, market share and growth rate for the top manufacturers, key data from 2014 to 2018.
In global Machine Learning market, the following companies are covered:
The major players profiled in this report include:Company A
The end users/applications and product categories analysis:On the basis of product, this report displays the sales volume, revenue (Million USD), product price, market share and growth rate of each type, primarily split into-General Type
On the basis on the end users/applications, this report focuses on the status and outlook for major applications/end users, sales volume, market share and growth rate of Machine Learning for each application, including-HealthcareBFSI
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The content of the study subjects, includes a total of 15 chapters:
Chapter 1, to describe Machine Learning product scope, market overview, market opportunities, market driving force and market risks.
Chapter 2, to profile the top manufacturers of Machine Learning , with price, sales, revenue and global market share of Machine Learning in 2017 and 2018.
Chapter 3, the Machine Learning competitive situation, sales, revenue and global market share of top manufacturers are analyzed emphatically by landscape contrast.
Chapter 4, the Machine Learning breakdown data are shown at the regional level, to show the sales, revenue and growth by regions, from 2014 to 2018.
Chapter 5, 6, 7, 8 and 9, to break the sales data at the country level, with sales, revenue and market share for key countries in the world, from 2014 to 2018.
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Chapter 10 and 11, to segment the sales by type and application, with sales market share and growth rate by type, application, from 2014 to 2018.
Chapter 12, Machine Learning market forecast, by regions, type and application, with sales and revenue, from 2018 to 2024.
Chapter 13, 14 and 15, to describe Machine Learning sales channel, distributors, customers, research findings and conclusion, appendix and data source.
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University of Cambridge researchers develop machine learning app to collect the sounds of Covid-19 – Cambridge Independent
Posted: at 7:31 pm
University of Cambridge researchers have developed a machine learning app to collect the sounds of Covid-19
Researchers at the University of Cambridge have developed an app that will collect the sounds of Covid-19.
The Covid-19 Sounds App will be used to gain data to develop machine learning algorithms that could automatically detect whether a person is suffering from the disease.
It would be based on the sound of their voice, their breathing and coughing.
Theres still so much we dont know about this virus and the illness it causes, and in a pandemic situation like the one were currently in, the more reliable information you can get, the better, said Professor Cecilia Mascolo from Cambridges department of computer science and technology, who led the development of the app.
Being a respiratory condition, the sounds made by people with the condition, including voice, breathing and cough sounds, are very specific.
A large, crowdsourced data set will be useful in developing machine learning algorithms that could be used for automatic detection of the condition.
The app collects basic demographic and medical information from users, as well as spoken voice samples, breathing and coaching samples through the phones microphone.
It will ask users if they have tested positive for the coronavirus, and collect one coarse grain location sample.
But it will not track users and will only collect location data once when users are actively using it.
Data will be stored on university servers and used solely for research purposes.
Once the initial analysis of the collected data has been completed, it will be released to other researchers and could help shed light on disease progression or the further relationship of the respiratory complication with medical history, for example.
Having spoken to doctors, one of the most common things they have noticed about patients with the virus is the way they catch their breath when theyre speaking, as well as a dry cough, and the intervals of their breathing patterns, said Prof Mascolo.
There are very few large datasets of respiratory sounds, so to make better algorithms that could be used for early detection, we need as many samples from as many participants as we can get.
Even if we dont get many positive cases of coronavirus, we could find links with other health conditions.
The study has been approved by the ethics committee of the department of computer science and technology, and is partly funded by the European Research Council through Project EAR.
Professor Pietro Cicuta, from from Cambridges Cavendish Laboratory and a member of the team behind the apps development, said: I am amazed at the speed that we managed to connect across the University to conceive this project, and how Cecilia's team of developers came together to respond to the urgency of the situation.
The app is available as a web app, and versions for Android and iOS will be available soon.
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U.S. will not repatriate citizens still in The Bahamas – EyeWitness News
Posted: at 7:30 pm
NASSAU, BAHAMAS The United States has advised its citizens in The Bahamas that it doesnot anticipate arranging repatriation flights from the country, as it advised of the nationwide lockdown set to go into effect at 9 p.m. tonight.
On Monday, the government extended its state of emergency until April 30 and announced shutdown of all business in The Bahamas until April 14 and additional weekend lockdowns, in an effort to curb the surge of coronavirus cases gripping the nation.
The U.S. Embassy Nassau has continually warned citizens who wish to return to the U.S. to make commercial arrangements as soon as possible unless prepared to remain abroad for an indefinite period.
We urge all U.S. citizens still in The Bahamas and its territorial waters to shelter in place or stay in your home and yard, on your vessel, or in your hotel/lodging during these lock down periods, until the regular 24-hour curfew regulations resume, the embassy said, in its most recent health alert.
For those U.S. citizens on private vessels, theembassy urged pleasure crafts currently anchored or moored in The Bahamas to depart directly for their country of origin.
The embassy further noted that while vesselscan transit on a direct route back to the US, they willnot be able to refuel or make use of fuel docks during the full lockdown period.
Departing vessels from The Bahamas must avoid unnecessary deviation on the way to their final destination and crew and passengers must remain aboard their vessel.
We urge all US citizens to return to the US as soon as possibledont wait; the time to leave is now, as soon as weather and provisions allow, or be prepared to stay in The Bahamas for an indefinite period, it added.
It bears repeating, restrictions to movement in The Bahamas continue to evolve rapidly, and we cannot predict if, when, for how long, or how severely movement through The Bahamas may be restricted. All vessels must always follow the directions of the Bahamian authorities.
The embassy noted that while it will make every effort to assist citizens still in the country, it cannot circumvent the emergency orders put in place by the Bahamian government.
The advisory comes as other countries move to repatriate their citizens home.
The British High Commission organised a flight to pick up some45 British national tourists, short-term residents and their direct dependents from Nassau on Tuesday, along with 150 others from the Cayman Islands.
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Cutler is waiting out the outbreak in The Bahamas – NBCSports.com
Posted: at 7:29 pm
The best word to describe the Chicago Bears uniforms is classic. They represent so much history. Aside from a few minor tweaks over the last 100 years, they've remained consistent with their colors and the 'C' logo on the helmet.
The Bears' uniforms have withstood the test of time, which is especially incredible considering how many teams have changed theirs (multiple times) in just the last few seasons. The Tampa Bay Buccaneers and Atlanta Falcons are the most recent examples as each team unveiled new kits this week.
Surely, the history and overall clean look of Chicago's uniforms make them rank among the best in the league, right?
Wrong.
According to a recent ranking of all 32 NFL uniforms, the Bears check-in at No. 25:
This is another team set with its traditional look, and we respect that. The Bears also rank higher than the Colts because they at least have some versatility with their orange alternate jerseys andthe classic lookthey used in 2019.
The Bears uniforms, though, are dull. As blasphemous as it sounds, a styling change in the number font and sleeve striping could work wonders. Chicago also could experiment with some white facemasks.
Chicago has a great color scheme, which makes the teams insistence on sticking to its traditional look frustrating.
Dull? A change in the number font? WHITE FACEMASKS?!
The one constant that Bears fans have been able to hold onto throughout the years is that special uniform. The special helmet. The navy and orange; that number font. There's something special about that consistency, especially for a team that's had more lows than highs in recent seasons.
So, no, there won't be white facemasks or a different font on the jerseys. The Bears' uniforms will remain what they've always been: classic.
And there aren't many teams that can say that anymore.
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Cutler is waiting out the outbreak in The Bahamas - NBCSports.com
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First Coast couple locked down in their boat home in the Bahamas – FirstCoastNews.com WTLV-WJXX
Posted: at 7:29 pm
ELEUTHERA SUR, The Bahamas There are much less enviable places to be locked down than the Bahamas, but being that far from home carries anxieties. Just ask Joe Weathers and Lynne Muller.
Theyve just froze the country, Weathers told First Coast News Wednesday afternoon. Theres no anything. No one can leave their house, their yard. No stores are open.
The couple is accustomed to solitude living on a 42-foot sailboat even while home and working on the First Coast, Weathers and Muller said the social distancing mandated by the worldwide coronavirus pandemic hasnt been among their greater challenges lately.
We were self-isolating before it was cool, right? Muller quipped of their general lifestyle. What has been a challenge has been obtaining supplies and consistent information. The couple left northeast Florida for the Bahamas in March.
We went to the Abacos to bring some relief supplies for a former client, Weathers said. The rest of their three-month sailing permit in the island nation was to be enjoyed at leisure. But a lot has changed since then.
We had local police and customs agents come to the boat and distribute information to us, Muller recalled, asking us to not go on shore but providing us with telephone numbers for local fuel and groceries and propane.
Those orders specifically meant that Muller and Weathers arent allowed to even try to shop, restricting their land access to a deserted beach, where they walk their three small dogs.
At the time of our FaceTime interview, Weathers and Muller were anchored off the west side of Eleuthera, an island about 110 miles in length but only a few miles wide at its broadest. Their travels there were driven by necessity and with a few stops along the way.
The bigger problem is, transient dockage doesnt exist, going ashore is prohibited, a lot of fuel and services are closed, Weathers said, adding that Its always a worry. Its much more expensive here, buying groceries and fuel.
A couple of different anchorages, in search of propane, Weathers described, and then we finally ended up in Rock Sound. And now that were here we are on lockdown, were not allowed to leave.
He elaborated on that latter point by saying theres been some ambiguity. Early in the crisis some boaters apparently ignored orders to stay where they were, fleeing the Bahamas altogether. Whether that was an act of defiance or confusion even seemed unclear, as, according to Weathers, the rules have sometimes been ambiguous.
Conflicting information between the prime ministers office and then what the police say, and then, what the U.S. embassy had to say, Weathers described the situation, acknowledging that some confusion anywhere isnt surprising in such severe and unprecedented circumstances.
We pool our knowledge [with nearby boaters] and see what other people are doing, what theyve listened to or heard, he said.
But Weathers and Mullers sunny disposition comes tempered with heartache.
You know, we had plans to head back home for Lynnes sons graduation, which has been postponed and most likely will be canceled, Weathers said.
And, March 30th, Weathers father passed away unexpectedly in New Hampshire. Weathers couldnt get to his fathers funeral in New England.
Basically there was no way. [My parents] were on lockdown as well, at an elderly facility. Describing the service, Weathers said, They had just -- 10 people were the maximum, and they live-streamed it.
Despite his sadness about the situation, Weathers was clearly thinking beyond just himself. Im sure thats happening to thousands of other people around the country, he said.
Its a blend of conflicting concerns, really. Weathers readily admitted some trepidation about returning to Florida too soon.
Our biggest anxiety, honestly, is heading back to the United States and hotbeds of pandemic, Weathers said.
And although he and Muller respect the limitations of their supplies, they remained clearly optimistic, saying they could get by for six weeks, maybe eight, with what they have aboard after recently replenishing some supplies.
They also repeatedly spoke of how genial their visits from the authorities have been.
Theyve been very gracious, he smiled, concluding with a contagious optimism. Were OK, just waiting out the duration here, I suppose.
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First Coast couple locked down in their boat home in the Bahamas - FirstCoastNews.com WTLV-WJXX
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Spring break during the coronavirus pandemic: ‘It’s the opposite of the Bahamas’ – Reading Eagle
Posted: at 7:29 pm
The Iyer family of Exton had planned to board a plane for New Mexico when school let out for spring break. The Kukals of Cumberland County, N.J., had booked their first international trip. The Hoffmans of Northeast Philadelphia were headed to the Bahamas.
Then came COVID-19, closed schools, and a ban on all nonessential travel.
Most schools, now educating students remotely, are still taking the spring breaks that had been scheduled for this week and next. But families are finding that their plans are vastly different.
They are taking nature walks instead of traveling to theme parks. Theyre working through vacations and in some cases not even telling kids this was supposed to be their spring break.
Its the opposite of the Bahamas, said Patty Hoffman.
Angelee Rivera, a Philadelphia teacher, had planned to travel to Puerto Rico it would have been her first time on a plane in 30 years. Rivera and her cousin wanted to visit their grandmothers grave.
Instead, shes quarantined at home. Rivera cares for her mother and got word this week that a nurse who visited their home had tested positive for COVID-19, so now, Riveras family is in seclusion at home.
So far, the family, including three school-age daughters, is healthy. But things still feel strange.
FAQ: Your coronavirus questions, answered.
Everyones schedules are all off, my kids are singing Jingle Bells at 2 a.m., said Rivera, who lives in the Northeast and teaches fourth grade at nearby Farrell Elementary.
The Mocey kids Sienna, 7, Cameron, 5, and Nathan, 4 had been over the moon at the thought of a spring break Walt Disney World trip.
Though the coronavirus made that an impossibility, their parents decided to make the best of it. On Tuesday, when they were supposed to leave, mother Kelly dressed the trio up in Disney T-shirts, posing them on the front steps of their home in Harleysville with the new suitcases they got for Christmas.
Sienna cried a little when she realized what was happening, but has rallied, and all in the family are trying to be good sports. Kelly and Steve Mocey promised the kids a Disney day, with Disney waffles, Disney snacks, and a Disney-themed playlist.
I still want them to experience some Disney magic, Kelly Mocey said. The family is also planning an outdoor day to play backyard games, and a day of service, when they will clean out closets and set aside things to donate to local charities.
The Kukals, of Millville, like to take road trips on spring break. But 2020 is a year of milestones for them a high school graduation for Alexandra and her admission to the Coast Guard Academy, 50th birthdays for parents Bobbi and Anton, plus their 20-year wedding anniversary so they were going big, to Paris, their first European trip.
Were frugal, weve been saving, we found a great deal, Bobbi Kukal said. We had it all planned out, and now we dont. We have our garden and yard work, and cutting wood.
Lakshmi Iyer and her family, including fifth-grade twins and a kindergartner, were supposed to make a trek to New Mexico. Instead, the kids are riding bikes and having plenty of screen time while their parents work.
If I didnt have to work, we could go on hikes and walks, said Iyer. But Im holding back on taking my time off. What if something happens to me and my husband? I dont want to use all my time.
With the Norristown Area School District on break, Yen Tang-Dietrich and family were bound for the Outer Banks in North Carolina until COVID-19 upended everything.
Tang-Dietrich told her fifth grader, second grader and kindergartner: Finish your Chinese school homework and forget about school until Monday. (Two out of three took her up on it. The 5-year-old is a holdout.)
For the most part, were letting them run feral, Tang-Dietrich said. If the weather cooperates, well go outside. The rest of the time is spent letting them play a zillion hours of video games.
Kristin Miskos family wasnt planning to get away for spring break. But at least it would have been a break for Misko and her husband and five kids, a first grader through a high school freshman in Philadelphia district schools.
Shes eased up on the school front this week, said Misko, a former teacher who lives in Bridesburg. But mostly, its the same new, strange normal, with cabin fever and a lot of snacks.
Ive struggled with corralling all my kids during these last few weeks, especially with varying amounts of provided work and some of them having to share access to devices, said Misko. I needed spring break this week, so were on it.
2020 The Philadelphia Inquirer
Visit The Philadelphia Inquirer at http://www.inquirer.com
Distributed by Tribune Content Agency, LLC.
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Spring break during the coronavirus pandemic: 'It's the opposite of the Bahamas' - Reading Eagle
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Govt gives cash to help Bahamians stuck in US – Bahamas Tribune
Posted: at 7:29 pm
By RASHAD ROLLE
Tribune Senior Reporter
THE Bahamas government has provided cash to some desperate Bahamians stuck in the United States, often to help with their living accommodations during the COVID-19 crisis, according to Bahamas Ambassador to the United States Sidney Collie.
The State Department, he said, has also worked with this countrys immigration department to ensure Bahamians approaching the end of their visit are not found in violation of US immigration laws.
Mr Collie said small funds have been given only in cases of real emergencies, stressing the government cannot fund long-term accommodations for Bahamians stuck in the US.
In some cases, exceptional ones, where theres absolutely no other accommodations that have been found we have provided financial assistance but the Bahamas government is not able to commit to providing long-term accommodations for people, the accommodations are very short-term and we try to work out some other form of accommodations for persons in distress, he said.
Prime Minister Dr Hubert Minnis announced the closure of this countrys borders to incoming flights on March 23.
About 270 Bahamian students in Florida are among those eager to return home, Mr Collie said.
They have been made to understand that the border is closed, theres an emergency and theres no chance deep into this lockdown that its going to be opened, he said. Weve advised them they have to ride it out where they are and those who need subsistence living assistance, weve given those and as issues pop up in emergency cases where there is a real need for small cash, that has been provided.
Profiling those needing assistance, Mr Collie said: We have Bahamians who got caught, didnt make it back home, didnt pay attention, ran out of money, are living in hotels and had to vacate the hotels.
Theyre mostly in South Florida. Some dont have a credit card or the card maxed out so emergency arrangements have been worked out for them at consulate offices. In the rest of the US, most students and other Bahamians have made satisfactory arrangements to stay in the country.
Mr Collie said there are about 40,000 Bahamians in the US.
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Bahamas credit bureau still a work in progress – EyeWitness News
Posted: at 7:29 pm
NASSAU, BAHAMAS The process of establishing the Bahamas credit bureau continues,according to Central Bank Governor John Rolle
Rolle told Eyewitness News that its value is even greater now for those who will require credit support when the COVID-19 pandemic abates.
Acreditbureau effectively acts as a central database that lenders can use to obtain a more complete, accurate picture of the riskand creditworthiness presented by a particular borrower.
Rolle said: The process of establishing the credit bureau continues. It provides medium and long-term benefits for The Bahamas that should not be sidelined. The bureaus value is even increased now for those who will require credit support after the pandemic abates.
He added: Although many borrowers will encounter financial difficulties, they should maintain close contact with their lenders, so that their obligations can be managed. The deferral of loan payments should not be seen as a default or blight on their credit record. They will still be able demonstrate their good standing, by honoring their debts, when their incomes recover.
Back in January,Credit bureau and business information company CRIFa leader in the provision, management, and operation of credit bureaus worldwideofficially launched its operations for the creation of the countrys first credit bureau.
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Bahamas Embassy informs seized medical supplies released with help from US Embassy – Magnetic Media
Posted: at 7:29 pm
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#Nassau, The Bahamas April 10, 2020 The Ministry of Foreign Affairs advises that H.E Sidney Collie, Bahamas Ambassador to the United States of America has informed that following consultations with US Competent Authorities in Washington DC., the shipment of COVID-19 medical supplies on the Betty K that were returned to the Port of Miami last week, on order by US authorities, has been released and will head to Nassau on the 14th April, the first available day for shipping by the Betty K.
The Ministry of Foreign Affairs takes this opportunity to thank US Embassy Officials in Nassau and in Washington DC., for responding quickly to our demarche to have these medical supplies released so that they can be added to our critical stock as The Bahamas continues to protect its citizens and residents from the spread of this terrible scourge of COVID-19.
STATEMENT FROM THE MINISTRY OF FOREIGN AFFAIRS, THE BAHAMAS
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Bahamas Embassy informs seized medical supplies released with help from US Embassy - Magnetic Media
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