Posts Under: Data-Driven Innovation

AI Spotlight: Machine Learning and MRIs Combine for Suicide Prevention

After honoring our veterans this past Veteran’s Day, it is also important to shed light on various ways to help ensure that Veterans and others with mental illnesses can receive the care that they may need for scars both visible and invisible.  Sadly, one of the most affected groups of suicide are veterans with an average of 20 Veterans passing away each day due to suicide, according to the Department of Veterans Affairs. As written in a previous SIIA AI Spotlight, in the United States, suicide is ranked as the third leading cause of death among people ages 10 to 14, second among people ages 15 to 24, fourth among people ages 35-54, and tenth overall according to the Center for Disease Control and Prevention.  One such tool that may aid in the field of suicide prevention is, unsurprisingly, artificial intelligence (AI) and machine learning. Researchers from Carnegie Mellon University and Harvard University developed a machine learning algorithm that, when paired ...

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AI Spotlight: Solving Anne Frank’s Betrayal with Artificial Intelligence

One of the biggest cold cases of the 21st Century is the case of who betrayed Anne Frank and her family to the Nazis during World War II.  Anne Frank’s family and another family famously hid in a secret annex for two years before they were given away by an unknown person to the Gestapo.  The Nazis found them and they were sent to concentration camps.  Anne died in the Bergen-Belsen concentration camp and famously wrote a diary documenting her experience hiding from the Nazis.  Her father Otto was the lone survivor of the group of eight hiders.  Otto was able to piece together much of what happened and had Anne’s diary published.  Yet, the Frank family, and many other families who suffered in the holocaust, thought they would never know who betrayed them.  Artificial Intelligence (AI) may be a tool that can help solve this mystery. This case, along with a few others, is strange for a number of reasons.  First, the Nazis were known f ...

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AI Spotlight: Fighting Cancer with Machine Learning and Precision Medicine

According to the National Cancer Institute, in 2016, there were 1,685,210 newly diagnosed cases of cancer in America with 595,690 deaths.  With such staggering numbers, millions of dollars are poured into research into how to fight and treat cancer.  One of the newer innovations in cancer treatment is the increased use of machine learning and precision medicine.  Precision medicine is the act of specifically tailoring a patient’s treatment to his or her own genetic needs.  To do this, machine learning helps doctors provide the best care possible by using predictive analytics to recommend specific treatments.  This week’s AI spotlight will focus on how the Swedish Cancer Institute is partnering with the company GNS Healthcare to use machine learning to better treat cancer patients. Machine learning has serious potential to aid in cancer treatment.  According to the Executive Director of the Swedish Cancer Institute, Thomas Brown, MD, it is ra ...

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AI Spotlight: Using Machine Learning to Detect Counterfeit Goods

Pam is walking around Shanghai and sees shops that contain shoes, handbags, clothes, and jewelry that are all emblazoned with the logos of famous designers.  Upon walking inside, she notices that many of these products, while not very cheap, are still markedly cheaper than if she were to buy the exact same product in the United States.  The quality looks and feels great, so without a second thought, she purchases a handbag.  After all, this isn’t a shady stand on a roadside.  This is a seemingly legitimate store.  It isn’t until she’s back in the United States that she discovers that the Louis Vuitton handbag that she bought is a fake. This type of situation is fairly common.  There are often only subtle differences between a real and fake product that may not be detectable at first touch or first look.  Other times, people are aware that what they’re purchasing is a counterfeit good and simply don’t care.  Regard ...

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AI Spotlight: How Predictive Analytics are Reshaping Post-Hurricane Insurance Claim Response

In the past two weeks, America has seen catastrophic devastation from both Hurricane Harvey and Hurricane Irma.  As a result, thousands of Americans are struggling with all the damage incurred to their property. As homes and cars are still submerged in floodwaters, insurance companies have to find ways to quickly and effectively resolve insurance claims to provide fast relief.  To do this, some companies have been deploying predictive analytics and machine learning tools to respond to insurance claims – and there have been plenty.  Esurance is one such company. 

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Facebook Leverages Advertising to Stop the Spread of Fake News

Just like much of the content on the internet, fake news is funded largely by advertising.  Therefore, this week Facebook announced that pages that share “fake news,” or false stories masquerading as truth, will no longer be allowed to advertise on its platform.  The goal is straightforward:  to punish pages that link to stories that are marked as “false” by third-party fact-checkers from making money. 

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Google Implements Latest Steps to Combat Online Extremism

In the wake of the tragic violence in Charlottesville earlier this month, it’s even more evident that online extremism continues to pose serious threats to society. While battling extremism is an important step in preventing the spread of hate and violence around the world, there are many inherent challenges, including the sheer volume of daily posts, complexity of purpose for videos, and the need to adhere to free speech rights.  In spite of these challenges, industry has been committed to this effort for many years—we’ve highlighted some of this in the past, including industry efforts to cooperate with law enforcement, and formation of a partnership to fight terrorism.

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AI Spotlight: Stagnant Healthcare Policy has not Stopped IBM Watson from Driving Innovation in Medical Care

In our AI spotlight this week, we highlight IBM Watson Health, an element of IBM Watson’s cognitive computing system that utilizes AI and machine learning to accelerate the discovery of new medicine, facilitate personalized care plans and interpret medical tests more efficiently and accurately, among other solutions. These solutions are transformative in solving vital health challenges and essential in improving patient outcomes moving forward.  more

Big Data: A Twenty-First Century Arms Race Report Launch

The Atlantic Council and Thomson Reuters released a timely report on “Big Data: A Twenty-First Century Arms Race” on June 27, 2017, at a well-attended event at the Atlantic Council’s Washington, D.C. headquarters.  Policymakers all over the world should be aware of the powerful tools at their disposal such as World-Check to address political and economic threats.  This is something of a theme for SIIA.  Recently, for example, we wrote about how artificial intelligence (AI) can help in the anti-money laundering (AML) fight.   We have also written about how FICO’s AML tool works.  The Atlantic Council report contains many realistic policy recommendations, which policymakers from different regulatory “silos” should review.  This is another theme for SIIA.  Regulators and policymakers should engage in regular dialogue with each other.  For example, financial supervisors and privacy regulators should talk to ea ...

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