In light of the recent COVID-19 pandemic - OPTASY would like to offer DRUPAL website support for any Health Care, Government, Education and Non-Profit Organization(s) with critical crisis communication websites or organizations directly providing relief. Stay Safe and Stay Well.

Microsoft Detects Cancer Clues in Search Queries

Microsoft Detects Cancer Clues in Search Queries

by Adrian Ababei on Jun 10 2016

Microsoft scientists have demonstrated that by analyzing large samples of search engine queries they may in some cases be able to identify internet users who are suffering from pancreatic cancer, even before they have received a diagnosis of the disease. The scientists said they hoped their work could lead to early detection of cancer. “We asked ourselves, ‘If we heard the whispers of people online, would it provide strong evidence or a clue that something’s going on?’” Dr. Horvitz said. The researchers focused on searches conducted on Bing, Microsoft’s search engine, that indicated someone had been diagnosed with pancreatic cancer. From there, they worked backward, looking for earlier queries that could have shown that the Bing user was experiencing symptoms before the diagnosis. Those early searches, they believe, can be warning flags. While five-year survival rates for pancreatic cancer are extremely low, early detection of the disease can prolong life in a very small percentage of cases. The study suggests that early screening can increase the five-year survival rate of pancreatic patients to 5 to 7 percent, from just 3 percent. The researchers reported that they could identify from 5 to 15 percent of pancreatic cases with false positive rates of as low as one in 100,000. The researchers noted that false positives could lead to raised medical costs or create significant anxiety for people who later found out they were not sick. The data used by the researchers was anonymized, meaning it did not carry identifying markers like a user name, so the individuals conducting the searches could not be contacted. A logical next step would be to figure out what to do with that search information. One possibility would be some sort of health service where users could allow their searches to be collected, allowing scientists to monitor for questions that indicate warning flag symptoms. “The question, ‘What might we do? Might there be a Cortana for health some day?’” said Dr. Horvitz, in a reference to the company’s speech-oriented online personal assistant software service. Although the researchers declined to offer specific details, Dr. White is now the chief technology officer of health intelligence in a recently created Health & Wellness division at Microsoft. They acknowledged that health-related data generated from web search histories was still new territory for the medical profession. “I think the mainstream medical literature has been resistant to these kinds of studies and this kind of data,” Dr. Horvitz said. “We’re hoping that this stimulates quite a bit of interesting conversation.” The new research is based on the ability of the Microsoft team to accurately distinguish between web searches that are casual or based on anxiety and those that are genuine searches for specific medical symptoms by people who are experiencing them, he noted. Both a computer scientist and a medical doctor by training, Dr. Horvitz said he had been exploring this area in part because of a phone conversation with a close friend who had described symptoms. Based on their conversation, Dr. Horvitz advised him to contact his doctor. He received a diagnosis of pancreatic cancer and died several months later. The availability of vast sets of behavior data based on individual web queries using the search engines offered by companies like Google and Microsoft has for a number of years been seen as a potential indicator of health-related information. In 2009, Google published a research paper that explored the potential of early detection of flu epidemics based on statistical analysis of web search logs, though the results of that effort ultimately fell short of what had been hoped. More recently, Microsoft researchers have had significant success in finding early evidence of adverse drug reactions from patterns observed in web logs. In 2013, they detected unreported side effects of prescription drugs before they were found by the Food and Drug Administration’s warning system. The researchers are exploring evidence related to a range of devastating diseases. They also said that unlike the drug interaction data, which would be of direct value to the F.D.A. as an early alert, it was possible that symptom alert data might be made available as part of a broader online health service that a company like Microsoft might offer.

Source: http://www.nytimes.com

Development

We do Web development

Go to our Web development page!

Visit page!

Recommended Stories

Drupal 9 Features: From “No New Features” to... 9 New Shiny Things You Can Expect to See in Drupal 9
What new Drupal 9 features can you expect to see on June 3rd, 2020? For, it's a bit confusing, isn't it?   on one hand, you have the “no new features“ statement on the other hand, you get answers like: “the easiest upgrade in a decade”, “newer PHP libraries”, “a brand new admin theme”, and so on   So, are there any new shiny things in Drupal 9 that you can look forward to? Or maybe get worried about... There is one shiny new feature and 8... improvements, from what I've seen. And I've grouped all together in a list. Here it is: 1. The New Shiny Thing: Easy Upgrade from Drupal 8 to Drupal 9 A smooth upgrade experience, this is the only new shiny thing that Drupal 9 ships with. In short, moving to Drupal 9 will be as easy as updating from one minor Drupal 8 version to another. Source: Drupal.org Word of caution: the upgrade path to Drupal 9 is “buttery smooth” if and only if you stick to a “healthy” routine of weeding out old and deprecated code from your current codebase. 2. Drupal 7 and 8 Will Continue to Get Supported Alongside Drupal 9 One of the biggest Drupal 9 vs Drupal 8 (and even Drupal 9 vs Drupal 7) difference is the overlap of security coverage: Till Drupal 9, whenever a new stable version got released, the previous one lost its support. Starting with the 9th version of the CMS, Drupal 7, and Drupal 8 will continue to get community support till November 2021. In other words, Drupal 8, cleaned-up of all deprecated API will continue to work on Drupal 9.  And Drupal 7 will get community support for... 1-1.5 years after Drupal 9 gets released.  One of the unexpected Drupal 9 features. For it disrupts the way that the Drupal community used to approach major versions once they were no longer “the latest” ones. 3. Claro Becomes the Default Administration Theme … once it gets stable. 4. New Drupal 9 Features: CKEditor 5 Gets Implemented ... in a future version of Drupal 9. Security support will drop for CKEditor 4 sometime around Drupal 9's end of life. Therefore, Drupal 9's roadmap includes adding CKEditor 5 to a future version (and eventually removing CKEditor 4 completely in Drupal 10).   5. The Workspace Module Goes from Experimental to Stable Source: Drupal.org How is this good news for you? Let's say that you need to prepare multiple versions of your Drupal site and, depending on certain factors, to push live only one of them. The Workspace module allows you do to precisely that: to replicate content between workspaces on the same Drupal site. And, luckily, the module will be generally available starting with Drupal 9... 6. What's New in Drupal 9? Twig 2 That's right, Drupal 9 comes with support for newer PHP libraries. Support for Twig 2 here included. 7. Drupal 9 Will Be Backward-Compatible with Drupal 8 from Day One What are the new Drupal 9 features? Minor upgrade versions of Drupal 8 will be backward-compatible with Drupal 9. This means that all your Drupal 8 components will work with Drupal 9. This ninth version of Drupal is built on top of Drupal 8, basically.  In other words: no need to panic that your (Drupal 8) website's key features will no longer be valid in Drupal 9. This is going to be the first time that 2 major versions of Drupal are fully compatible.   8. From Symfony 3 to Symfony 4.4 “What's new in Drupal 9?” Symfony 4.4. Since its third version will no longer be supported in November 2021, Symfony 4.4 gets integrated with Drupal 9. All while making sure that Drupal 9 is forward-compatible with Symfony 5, as well...   9. Olivero Becomes Drupal's New Default Theme New Drupal version, new front-end theme. Olivero will come to replace Bartik, the current default theme in Drupal.   Wrap-Up: 5 Drupal 9 Requirements Your Drupal Site Should Meet Now you know which are the predictable, the new and the... shiny new features in Drupal 9. What next? How do you ensure that your Drupal website's Drupal 9-ready? Here are 5 key steps to take for a buttery-smooth upgrade:   Make sure your environment is Drupal 9-compatible: PHP 7.3, MySQL 5.7.8, Drush 10   Update to the latest minor versions of Drupal 8 as soon as they get released: you'll be able to upgrade your website to Drupal 9 only from Drupal 8.8. and Drupal 8.9    Keep your modules up to date: do all your contributed modules run on their latest versions?   Weed out any deprecated API from the custom projects that your website's using   Update core to Drupal 9   Word of caution: if your website (still) runs on Drupal 7, upgrade to Drupal 8.  To sum up, the shortest path to a smooth upgrade to Drupal 9 is sticking to the best practices:   remove all deprecated code (go for an automated tool like drupal-check or Rector to identify deprecations on your website) update your Drupal core and contributed projects to their latest versions   Or, you can leave all the preparations to us. Just drop us a line and we'll evaluate your website's level of... readiness:   Is there any deprecated code still “lingering in there? Does it run on Drupal 7? Are there any outdated versions of PHP or MySQL that it is still using?   Then, we can come up with a plan to get it Drupal 9-ready. Image by Marsel Elia from Pixabay   ... Read more
Adriana Cacoveanu / May 20'2020
OPTASY Is Proud to be Named a Top Canadian E-commerce Development Partner by Clutch
Here at OPTASY, we know it can seem impossible for a new business to tackle their challenges while also implementing high-quality web development solutions. That’s why we’re here to help! We’re a Canadian Drupal and web development company that’s provided web solutions with outstanding results. Our team is dedicated, knowledgeable, and can help your company thrive!  Source: Clutch.com In recognition of our efforts, we’ve been named a top Canadian e-commerce development firm by Clutch, a development research resource.  We’d like to thank our superstar clients for helping us get this far! They engaged with Clutch analysts to assess our impact on their day to day operations. Our evaluation took into account the quality of our services and deliverables, attention to their project timelines, and the value of our work in relation to our pricing. We’re happy to announce that we’ve maintained a lovely 4.8 out of five stars in reflection of that data!  Take a look at one of our recent reviews below:  "We are thrilled to have been chosen as one of the leading web developers by Clutch!"  - Adrian Aabei, CEO of OPTASY, Inc. For those who might not know, Clutch is a verified market research firm that leverages a unique rating methodology to compare leaders across sectors. They showcase our development work on Visual Objects, Clutch’s sister site that centers on portfolio items. They feature us in their directory of top e-commerce developers.  We’re proud to receive this feedback and look forward to helping even more clients meet their potential! Contact OPTASY today if you’d like to learn more about how we can help you thrive!  Image by Megan Rexazin from Pixabay   ... Read more
Adriana Cacoveanu / Feb 06'2020
OPTASY: Ranked as Top Drupal Developers of February 2020
OPTASY strikes again! We've got listed among the top Drupal developers of 2020... FindBestDevelopment, the leading ranking platform for the web development industry, featured us in their “Best Drupal Development” category. Take it as a “hall of fame” showcasing 10 of the best Drupal development companies in the... world.   And we've just earned our spot there. What a great way to start the year!   But Who Is FindBestDevelopment? It's a market research and reputation platform that “detects” and rates the top software development companies in the world.    And they do that... monthly. Source: FindBestDevelopment.com Take it as a free, trusted and conveniently exhaustive resource at hand for when you look for top professionals in fields like AI, eCommerce, Drupal, web, mobile app or IoT. “And how do they evaluate and rank the IT service providers included in their tops? What criteria do they use?” A legitimate question to ask yourself.  FindBestDevelopment conducts an in-depth investigation of the targeted companies and:   analyses their business practices compares them to the industry standards   For instance, in the case of a team of Drupal developers, their editorial staff would evaluate:   the team's overall experience as a Drupal services provider its specific processes the reporting its portfolio and the impact of the projects included there   Source: FindBestDevelopment.com There are 8 different categories that FindBestDevelopment updates on a monthly basis:   Best Web Development Best Mobile Application Development Best Custom Software Development Best eCommerce Development Best WordPress Development Best Drupal Development Best IoT Development Best Artificial Intelligence Development From a Small Drupal Agency to... the Top 10 Drupal Developers Looking back, way back (2005), when OPTASY was just a small team of Drupal enthusiasts, and analyzing our trajectory, we do get a bit... dizzy. Little did we know (or hope to dare) that we would come 3rd place in the “Best Drupal Development Awards” on the world's most reputed ranking platform. Source: FindBestWebDevelopment.com It's overwhelming, it's rewarding and it's... a huge confidence-booster. Seeing the other 9 finalists — companies that we've been looking up to — and knowing that our past projects played a key role in this evaluation, we get both a confirmation and an incentive to live up to these higher standards.   Thank You! We have Drupal in our DNA: we've been living and breathing Drupal since... 2005. And yet... if it hadn't been for our clients':   innovative ideas that they wanted implemented in their projects:  unique functionalities turned into custom Drupal modules, high standards in terms of visual aesthetics turned into custom Drupal themes daring goals that they set for their projects courage to adopt new approaches and emerging technologies to deliver the best user experience to their customers   … we wouldn't have been here, among the world's top 10 Drupal developers. ... Read more
Adriana Cacoveanu / Feb 03'2020