A new prototype AI diagnostic test for pre-eclampsia developed by a multi-disciplinary Irish team will hopefully save thousands of lives around the world. Preeclampsia affects 1 in 10 pregnancies and causes the deaths of at least 50,000 mothers and 500,000 babies worldwide every year. It is a serious pregnancy complication
There are many factors that influence an employee's experience at a company, and one of the most important is the positive impact of a strong leader. The Great Resignation has highlighted the importance of strong leadership at every level, and that’s why we’re excited to hear from Robert L. Anderson
I have previously blogged about ways to perform balanced bootstrap resampling in SAS. I recently learned about an easier way: Since SAS/STAT 14.2 (SAS 9.4M4), the SURVEYSELECT procedure has supported balanced bootstrap sampling. This article reviews balanced bootstrap sampling and shows how to use the METHOD=BALBOOT option in PROC SURVEYSELECT
In this third article, we will introduce an alternative approach that surfaces the CMS-HCC Risk Adjustment Model execution through SASPy integration to a Flask application. We will demonstrate how this integration allows a user to score an individual patient/member on-demand, using inputs to an interactive web form to execute the model score code, surfacing the resulting score to the user.
More newsworthy than ever, since the pandemic, the so-called ESG (Environmental, Social, and Governance) is one of the hottest topics in any organization, any industry. No surprise, ESG investing continues to soar in 2022. Did I tell you I work for a company that has a solar farm, bees and
INTRODUCTION Have you ever thought of breathing as a type of movement or physical activity? Consider this. It’s the first movement we did when we were born. And we all do it – an average of 14-16 times per minute. It’s essential for every other aspect of living. And it’s accessible to
As more businesses embrace their digital transformation journeys, it’s easy to get lost in the cloud hype and overinflate the possibilities of cloud alone. Cloud migration is not a one-stop shop to solve all of an organization’s challenges. Instead, technology leaders need to adopt a cloud-smart mindset to maximize value,
One thing that impresses me about the analytical solutions we have is the degree of granularity we can get down to in the forecasting & planning process.
The business case for diversity and inclusion is clear. Research has shown that diverse organizations are more profitable, more innovative and more desirable to employees. So how do we as marketers contribute to making our organizations inclusive? I believe that we must start by cultivating curiosity. Curiosity fuels diversity and inclusion Curiosity
Here at SAS, we understand the importance of having access to cutting-edge professional resources. That’s why, for more than 40 years, we’ve provided individuals in programming, data management and analytics fields with low-cost and no-cost materials that promote success in their educational and professional journeys. And today, as the demand
Just getting started with this series? Make sure to explore the earlier posts Part 1, Part 2 and Part 3. Up until now, you have seen how ModelOps can solve your biggest machine learning challenges and that SAS and Microsoft, together, can help you deploy, govern and monitor your models
The Proc Python procedure, Python code editor & Python code step facilitate low-code analytics calling Python and SAS from a common interface. Data scientists also appreciate the connection to Python & R through the Model Studio Open-source Code node. Older methods of interaction include the swat and sas_kernel packages running on Python clients.
In categorical data analysis, it is common to analyze tables of counts. For example, a researcher might gather data for 18 boys and 12 girls who apply for a summer enrichment program. The researcher might be interested in whether the proportion of boys that are admitted is different from the
If you work in telecommunications analytics, you've heard that you need to build a complete image of the client to provide a first-class brand experience. But who is the "customer" in the telecommunications industry? Is it a "sim" that uses our service? Or is it the identification number to which
SAS' Ricky Tharrington and Jagruti Kanjia explain two ways bias shows up in model predictions.
The Vehicle Routing Problem (VRP) algorithm aims to find optimal routes for one or multiple vehicles visiting a set of locations and delivering a specific amount of goods demanded by these locations. Problems related to the distribution of goods, normally between warehouses and customers or stores, are generally considered vehicle routing problems. For this article's example, let’s consider a real (and awesome) brewery that needs to deliver beer kegs to different bars and restaurants throughout multiple locations.
Broadband has become widely available and 5G is up and running in many countries, meaning more and more people have access to the internet via different platforms. With good quality internet connections either at home or via mobile connections, consumer behaviour has changed rapidly. Those who have been in digital
Amazing things can be created when you start with small pieces and stack them together. Just ask Bryan Berg. He is the current world record holder for the tallest house of cards. This same principle can be applied to the SGPLOT and SGPANEL procedures. You can take the individual plot
How is SAS positioned to support the strategic goals of Retail & Consumer Goods businesses?
Students at North Carolina State University completed design projects yielding striking visuals, purpose and functionality without unethical design characteristics. If you were to design the ultimate vacation home, you would most certainly consider options and features that speak to your individual preferences and style. It turns out that same inclination
Fiber is one of those things we all know we need to get more of. We may not be sure why, but we hear it everywhere. Are you constipated? Eat more fiber (and drink more water). Do you have diarrhea? Eat more fiber. But fiber does way more for us
A cancer journey affects both physical and mental health. This often results in feelings of social isolation, loss of identity, clinical depression and even PTSD. This often goes unrecognized and undiagnosed due in part to lack of resources, tools and time. Swedish startup War On Cancer wondered whether they could
Fascial health, research, and the practice of self-myofascial release (SMR) has exploded in the health and fitness industry over the last several years. Curious as to what all the hypes about? Let’s dive in! What is Fascia? Fascia is an interconnected form of connective tissue in the body (tendons, ligaments,
Did you know that there is a mathematical formula that simplifies finding the derivative of a determinant? You can compute the derivative of a determinant of an n x n matrix by using the sum of n other determinants. The n determinants are for matrices that are equal to the original matrix
The topic of sustainability has always been on the agenda at SAS in one way or another. As we become more educated and aware across the globe, and more regulatory factors come into play, expectations and accountabilities are under scrutiny like never before. I caught up with Malinda Salter, Senior
We hear a lot about responsible AI or AI ethics in the marketplace today. At SAS, we believe there should be a larger conversation about responsible innovation. In reality, the decisions made by AI are the outcome of algorithms, data and business processes. This means ethical considerations must be applied
The SAS Viya LTS 2021.2 release supports application multi-tenancy. This 3-part series reviews how authentication can be configured.
Today’s investors are eager to understand the climate-related risks of their business investments, not just because they are becoming more climate-conscious but also because climate-related risk can bring financial risk. A newly proposed rule in the US aims to bring more transparency to those risks. In March, the US Securities
Many of us feel stressed at times. We may have a large to-do list, varied personal or professional tasks and so on. While short-term stress serves a purpose to get things done, a sense of overwhelm is a red flag that we are reaching our emotional capacity. As we recognize
SAS' Jordan Leiker shows you how any CAS action can be used with image data to create heat maps.
