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CovidCTNet: An Open-Source Deep Learning Approach to Identify Covid-19 Using CT Image. (arXiv:2005.03059v1 [eess.IV])

Coronavirus disease 2019 (Covid-19) is highly contagious with limited treatment options. Early and accurate diagnosis of Covid-19 is crucial in reducing the spread of the disease and its accompanied mortality. Currently, detection by reverse transcriptase polymerase chain reaction (RT-PCR) is the gold standard of outpatient and inpatient detection of Covid-19. RT-PCR is a rapid method, however, its accuracy in detection is only ~70-75%. Another approved strategy is computed tomography (CT) imaging. CT imaging has a much higher sensitivity of ~80-98%, but similar accuracy of 70%. To enhance the accuracy of CT imaging detection, we developed an open-source set of algorithms called CovidCTNet that successfully differentiates Covid-19 from community-acquired pneumonia (CAP) and other lung diseases. CovidCTNet increases the accuracy of CT imaging detection to 90% compared to radiologists (70%). The model is designed to work with heterogeneous and small sample sizes independent of the CT imaging hardware. In order to facilitate the detection of Covid-19 globally and assist radiologists and physicians in the screening process, we are releasing all algorithms and parametric details in an open-source format. Open-source sharing of our CovidCTNet enables developers to rapidly improve and optimize services, while preserving user privacy and data ownership.




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How Personalized Landing Pages Can Make Your Site More Profitable

Personalization is one of the most effective marketing techniques to connect with customers online. While the exact methods are different for every business, adding personalized elements to landing pages is a proven method of driving conversions on your site. But why is it so successful? The simple answer is that personalization shows customers that you […]

The post How Personalized Landing Pages Can Make Your Site More Profitable appeared first on WebFX Blog.




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Is Your Website a Failure? 3 Reasons Sites Fail (And How to Save Yours)

Traffic isn’t great, online sales are even worse, and let’s not talk about the lack of phone calls. Everyone, including you, is wondering the same thing — is your website a failure? Not yet, and not if you have anything to say about it. While a failing website can seem like a problem without a […]

The post Is Your Website a Failure? 3 Reasons Sites Fail (And How to Save Yours) appeared first on WebFX Blog.





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Is My WordPress Site Secure? 13 Tips for Locking Down Your WordPress Site

WordPress powers 35% of all websites, which makes WordPress sites a go-to target for hackers. If you’re like most WordPress site owners, you’re probably asking the same question: Is my WordPress site secure? While you can’t guarantee site security, you can take several steps to improve and maximize your WordPress security. Keep reading to learn […]

The post Is My WordPress Site Secure? 13 Tips for Locking Down Your WordPress Site appeared first on WebFX Blog.




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What Is Website Hosting and Why Does It Matter for Your Website?

Subscribe to our YouTube channel for the latest in digital marketing! we know you’ll love this additional resource! (how to host a website)   Transcript: What is website hosting?  This is to make a point, I promise.  When you go to a party, there’s always a host. The host is usually the one who sets […]

The post What Is Website Hosting and Why Does It Matter for Your Website? appeared first on WebFX Blog.




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5 Simple Tips for How to Update Content on Your Website

Subscribe to our YouTube channel for the latest in digital marketing! Transcript: Your website isn’t set in stone, so you shouldn’t treat it like it is.  Technology and the internet change quickly, and often. You should update your website regularly to keep up with the times. Having an up-to-date and optimized site creates a great […]

The post 5 Simple Tips for How to Update Content on Your Website appeared first on WebFX Blog.




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Going Beyond Sales: 7 Types of Website Conversions to Optimize for on Your Website

If you’re looking to grow your business online, it’s time to start setting up different types of website conversions to help your company succeed. Whether you’re looking to earn more email subscribers or sell more products, you can set conversion goals that grow your business. On this page, we’ll discuss what a conversion goal is, […]

The post Going Beyond Sales: 7 Types of Website Conversions to Optimize for on Your Website appeared first on WebFX Blog.




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Is My Site Hacked? 6 Ways to Find If Your Site’s Been Hacked

The nail biting. The endless coffee. The sleepless nights. You can’t keep it up, but you need to know: Is my site hacked? Good news, you don’t have to stay up all night, grind down your nails, or consume all the coffee in the building to find out if your website has been hacked. You […]

The post Is My Site Hacked? 6 Ways to Find If Your Site’s Been Hacked appeared first on WebFX Blog.




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Is My Website ADA Compliant? How to Check (and Update) Your Site

What do Amazon, Hershey’s, and The Wall Street Journal have in common? They’ve all gotten named in lawsuits related to website accessibility and the Americans with Disabilities Act (ADA). They aren’t alone, either. In 2018, more than 2000 website accessibility lawsuits (a 177% increase from 2017) got filed, emphasizing the increased importance and focus on […]

The post Is My Website ADA Compliant? How to Check (and Update) Your Site appeared first on WebFX Blog.




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20 Company Website Designs to Inspire Your Small Business

As a small or midsize business (SMB), your company website is often the first touchpoint for potential clients — and you want it to make a great first impression. The secret to hitting home with your audience is to have a sophisticated and lively website design that’s aesthetically pleasing and provides great user experience (UX). […]

The post 20 Company Website Designs to Inspire Your Small Business appeared first on WebFX Blog.




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Need a Website? 6 Reasons to Have a Website for Your Business

Did you know that over 70% of people will research a company on the web before deciding to buy or visit, yet 46% of small businesses in the U.S. don’t have a website? If you don’t have a site, people can’t research your company and determine if you’re a good fit for their needs. If […]

The post Need a Website? 6 Reasons to Have a Website for Your Business appeared first on WebFX Blog.




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Website Redesign Process: Your Website Redesign Strategy in 5 Steps

Your website is your virtual business card and it often provides the first impression of your business to future customers — making it one of the most important aspects of your company. But if your website still has cobwebs from the 2000s, it’s time to put together a website redesign process. A website redesign process […]

The post Website Redesign Process: Your Website Redesign Strategy in 5 Steps appeared first on WebFX Blog.




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How Fast Should My Website Be? [+7 Tips for Speeding Up Your Site]

Did you know that for every second faster your website loads, you increase conversions by 7%? A fast loading website leads to longer dwell sessions, improved engagement, and increased conversions. When people can access information fast, they’re more likely to stay on your page. So now you’re probably wondering, “How fast should my website be?” […]

The post How Fast Should My Website Be? [+7 Tips for Speeding Up Your Site] appeared first on WebFX Blog.




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How Biofuels Can Cool Our Climate and Strengthen Our Ecosystems

By Evan H. DeLucia Courtesy of EOS Critics of biofuels like ethanol argue they are an unsustainable use of land. But with careful management, next-generation grass-based biofuels can net climate savings and improve their ecosystems. As the world seeks strategies … Continue reading




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I Took a COBOL Course and I Liked It

COBOL is in the news again. Millions of people are filing unemployment claims nearly all at once, and the systems to process them are failing. Why? They need to scale to unprecedented levels — they’re written in COBOL, and… we don’t have enough COBOL programmers.

Here’s a look at the increase in searches for “COBOL programmers”:




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The Complete Tutorial on the Top 5 Ways to Query Your Relational Database in JavaScript - Part 2

Welcome back! In the first part of this series, we looked at a very "low-level" way to interact with a relational database by sending it raw SQL strings and retrieving the results. We created a very simple Express application that we can use as an example and deployed it on Heroku with a Postgres database.

In this part, we're going to examine a few libraries which build on top of that foundation, adding layers of abstraction that let you read and manipulate database data in a more "JavaScript-like" way.




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Weed can help your anxiety - or make it a ton worse

The Cannabis Issue Times are stressful, what with a virus rampaging, people dying, hospitals being overloaded, the economy imploding and unemployment soaring.…




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From culinary arts to binge-watching, here are some weed-friendly activities to get you through your isolation

The Cannabis Issue It's been almost a month since the COVID-19 pandemic forced folks inside and made "social distancing" part of our daily lexicons.…




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So it's your first time trying CBD...

The Cannabis Issue Search online for information on CBD (cannabidiol), one of the main active components in marijuana and hemp plants, and you're likely to come across claims that it can help with everything from curing cancer to helping you sleep a little better.…




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Melt your problems away with this cannabutter ice cream

The Cannabis Issue As we look ahead to sunnier days, few things are as satisfying as a scoop of nice, cold ice cream.…




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Weed-friendly movies to make you feel a little better about your own isolation

The Cannabis Issue So many of us are stuck inside right now, and that lack of socializing means we're all probably going a little bit stir crazy.…




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These are are our neighbors. These are readers. These are the people we're all trying to save.

How the coronavirus outbreak has upended people's lives across the Inland Northwest The numbers don't lie.…



  • News/Local News

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Make the most of your quarantine while stoned with these visual escapes

You shouldn't find yourself rewatching some sitcom for the thousandth time or sitting through a vacuous Hollywood blockbuster just because you're stoned and stuck inside during the age of social distancing.…



  • News/Green Zone

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A cherished resource in this moment: our region's writers, poets and journalists

Our staff of reporters and photographers at the Inlander has been working tirelessly to cover the coronavirus pandemic and all of its implications for the Inland Northwest — on jobs, schools, employment, the restaurant industry, arts organizations, hospitals and much, much more. However, we’ve also tapped into a boundless resource that is our region’s community of writers, and in recent days they’ve shared with Inlander readers an awe-inspiring series of essays and stories that has left us inspired, hopeful, heartbroken and more than a little grateful.…



  • Comment/Columns & Letters

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CONCERT ANNOUNCEMENT: Wilco and Sleater-Kinney's co-headlining tour hits Spokane Aug. 6

Earlier this morning, Sleater-Kinney announced on Twitter that they're hitting the road on a co-headlining tour with Wilco this summer. Great news!…




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Coronavirus concerns have put our live music scene on hold. What do we do now?

On any other week, you can rely on the Inlander for information on live shows happening in Spokane and North Idaho, and to read about the artists and music festivals that we think are worth your time.…




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Musicians are posting live streams and personal concerts to make your self-isolation a bit more tuneful

Celebrities: They're just like us! Along with everyone else, famous people are self-isolating at home, and some of them have taken to social media to alleviate the stress of the outside world. We don't need to tell you that events everywhere are canceled, so a few big-time musicians are putting on personal concerts for their fans and followers, and a lot of them — save for that cringe-inducing, star-studded cover of "Imagine" that was going around yesterday — are actually pretty good.…




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New music and live streams for your self-isolation pleasure, and ways to support the local music scene

Welcome to the quarantine.…




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10 new tracks to make your self-isolation less boring

Tours are on hold.…




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Some memorable music streams to help while away your time social distancing

While not every musician has taken to the internet to perform live shows during the (almost) nationwide lockdown, it sure seems that way. At least, it does according to my social media feeds, which lean heavily on bands and solo artists.…




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The MAC's ArtFest moves online this year, and Mother's Day Tour of Homes canceled for 2020

And summer takes another hit. Strolling Spokane's Coeur d'Alene Park in Browne's Addition for the Northwest Museum of Art & Culture's annual ArtFest is one of the pleasures of early summer, typically.…



  • Arts & Culture

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Spokane Comedy Club bringing the laughs from Dan Cummins, Spokane's Kelsey Cook and more right to your computer this weekend

The Spokane Comedy Club might be quiet right now, but there are still laughs to be had on Zoom, and not just from watching your co-workers try to navigate the online meeting platform. Saturday night, and again next Saturday, the comedy club is hosting Comedians Doing Comedy: A Virtual Comedy Show.…



  • Arts & Culture

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5 ways to entertain yourself online, from concerts and art shows to painting classes and story times

Here are a few ways to keep yourself entertained, and maybe even educate yourself a bit, while you're stuck at home:…



  • Arts & Culture

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Share your Mount St. Helens memories with us

Forty years ago, Mount St. Helens in southwestern Washington was just days away from a devastating eruption. When the mountain finally did blow, after weeks of frequent quakes and ash belching, on the morning of May 18, 1980, it caused the deadliest and most economically destructive volcanic event in U.S. history.…



  • Arts & Culture

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Supreme Court divided over Obamacare’s contraceptive mandate

By Adam Liptak The New York Times Company…




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A first-timer hits the Bloomsday course on its original date and walks away with some memories - barely

The chafing.…



  • Culture/Arts & Culture

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Supreme Court overturns 'Bridgegate' convictions, White House rejects CDC guidelines, and other headlines

ON INLANDER.COM COVER: While Washington state forges alliances, Idaho battles coronavirus its own way.…



  • News/Local News

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Regain control of your closet with some simple steps

As this issue goes to press we are all staying home to battle the coronavirus.…




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Try it Yourself: Two Thai Dishes from Thai Bamboo's May Burgess

Miang Goong Miang is the Thai version of lettuce wraps, in this case featuring goong, or shrimp.…



  • Food & Cooking

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Beautiful and functional outdoor spaces can encourage more time spent outside, whether cooking, relaxing or even watching TV

Warm summer nights are on the way.…




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Might as well fill up your mind while you're hanging out at home

POMPEII, THE IMMORTAL CITY is on exhibit at the MAC. But galleries that should be thronged with visitors are empty, at least for a while.…




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North Idaho's Best Golf Course: Circling Raven

For people who love playing, a day on the worst possible golf course is better than any day not swinging the clubs.…




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Spokane designer Erin Haskell Gourde talks about her favorite space

Erin Haskell Gourde isn't afraid to mix it up a little.…



  • Health & Home/Home

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Local bakery miFlavour is flourishing at its chic new bakery and cafe in east Spokane

A little more than a year ago, local French-inspired bakery miFlavour moved into a building on East Sprague Avenue after two years in a shared commercial kitchen.…



  • Food/Food News

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Matching metadata sources using rules for characterizing matches

Processing metadata includes storing, in a data storage system, a specification for each of multiple sources, each specification including information identifying one or more data elements of the corresponding source; and processing, in a data processing system coupled to the data storage system, data elements from the sources, including generating a set of rules for each source based on a corresponding one of the stored specifications, and matching data elements of different sources and determining a quality metric characterizing a given match between a first data element of a first source and a second data element of a second source according to the set of rules generated for the first source and the set of rules generated for the second source.




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Purification of triglyceride oil from microbial sources using short path distillation

Disclosed is a process for reducing the amount of sterol in a sterol-containing microbial oil composition, including distilling, under short path distillation conditions, a sterol-containing microbial oil wherein said distillation produces a distillate fraction containing the sterol and a triacylglycerol-containing fraction having a reduced amount of the sterol when compared to the amount of sterol in the sterol-containing microbial oil composition that has not been subjected to short path distillation.




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User-coordinated resource recovery

A computing system resource recovery method can include identifying a resource manager associated with a computing transaction, classifying the computing transaction to determine a predetermined metric, measuring an actual metric of the computing transaction, comparing the predetermined metric to the actual metric to detect abnormal behavior in the transaction and modeling the abnormal behavior to determine how the resource manager is affected by the abnormal behavior.




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Treatment system for removing halogenated compounds from contaminated sources

A treatment system and a method for removal of at least one halogenated compound, such as PCBs, found in contaminated systems are provided. The treatment system includes a polymer blanket for receiving at least one non-polar solvent. The halogenated compound permeates into or through a wall of the polymer blanket where it is solubilized with at least one non-polar solvent received by said polymer blanket forming a halogenated solvent mixture. This treatment system and method provides for the in situ removal of halogenated compounds from the contaminated system. In one embodiment, the halogenated solvent mixture is subjected to subsequent processes which destroy and/or degrade the halogenated compound.




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Efficient complex multiplication and fast fourier transform (FFT) implementation on the ManArray architecture

Efficient computation of complex multiplication results and very efficient fast Fourier transforms (FFTs) are provided. A parallel array VLIW digital signal processor is employed along with specialized complex multiplication instructions and communication operations between the processing elements which are overlapped with computation to provide very high performance operation. Successive iterations of a loop of tightly packed VLIWs are used allowing the complex multiplication pipeline hardware to be efficiently used. In addition, efficient techniques for supporting combined multiply accumulate operations are described.