Posts Tagged ‘machine learning’

I like seeing patterns across domains. Consider machine learning models and employees. Both models and people can be appraised. What is an employee appraisal? Employee “performance appraisal has three basic functions: (1) to provide adequate feedback to each person on his or her performance; (2) to serve as a basis for modifying or changing behavior […]

My last blog discussed how AI assists to create human-computer systems. This next blog in the series analyzes clinical data review platforms. While machine learning (ML) and natural language processing (NLP) functionalities are not currently available in today’s clinical data review platforms (CDRP’s), we know they offer tremendous benefits to the clinical data review and […]

Previously, I discussed artificial intelligence (AI) enhancing clinical data review processes. This blog discusses how AI assists to create a human-computer system. Humans and machines each have their own strengths. On the one hand, machines are good at processing and analyzing large volumes of data with high speed and accuracy. On the other hand, humans […]

Ensuring that clinical trial data is accurate and that clinical trials are safe and effective, is a time-consuming and a manually intensive process. Many life sciences companies have implemented home-grown or off-the-shelf clinical data review platforms and defined the reviewing and cleaning processes to be used with them. Many of these systems have proven to […]

A few years ago, BBC Earth highlighted a memory test performed by a Chimpanzee named Ayumu. The Chimp displayed traits of machine learning (ML) when it was shown the numbers 1 to 9 in a randomized order on a screen and able to correctly remember the sequence when the numbers disappeared almost 90% of the […]

It’s no secret that data is a massive asset when it comes to making better business decisions. But gaining the valuable insights required to make those decisions requires quality data that you can trust. And to accomplish this you need a data strategy. Without understanding your business objectives, identifying use cases, knowing how your users […]

Gartner predicts a whopping 70% growth in artificial intelligence (AI), while niche vendors such as KenSci and viz.ai are shaking industries with their industry specific intelligence. In addition, software vendors such as Informatica and Microsoft are heavily investing in putting pervasive AI in their own technologies to efficiently use their software for better augmented intelligence […]

Delivering seamless, consistent, and engaging experiences starts with a customer-centered digital strategy. This ongoing series explores the characteristics that make up a great digital strategy and how to deliver powerful brand moments that solidify customer loyalty and drive differentiation for your organization. Ever-increasing and evolving customer expectations pose a challenge to businesses, regardless of their […]

Recently, at Informatica World 2019, I heard the importance of data platform in building AI capabilities for the organization. What is interesting is that Informatica, known for their products delivering the “Switzerland of Data”, is now using AI capabilities to enhance their own suite of products with CLAIRE capabilities. In further exploring a few other […]

Enhancing the clinical data review and cleaning process using available AI technologies, will enable pharma companies to release new drugs to the market following an effective process and ensuring the safety & efficacy of the drugs released. During the past several years, many pharmaceutical companies implemented home-grown or off-the-shelf Clinical Data Review Platforms. They defined […]

In a world where over 2.5 quintillion bytes of data is created each day, having a tool to help deliver information to users efficiently is important. Cognitive agents are a tool that can improve user experience for both advisors and customers alike. This self-service technology is capable of understanding human language to provide accurate information […]

Coveo Impact is where customers and partners come together to share and learn how AI-powered search provides real business value. This year the cognitive search-focused conference will be held in San Francisco May 22-24, 2019. The Coveo Impact 2019 agenda is packed full of educational sessions that focus on how to improve relevance to support […]