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The 5 Healthcare AI Trends Technologists Need to Know

Healthcare has been at the epicenter of everything we do for two years. While the pandemic has been a significant driver of the conversation, healthcare technology—artificial intelligence (AI) specifically—has been experiencing explosive growth. One only needs to look at the funding landscape: more than 40 startups have raised at least $20 million in funding specifically to build AI solutions for healthcare applications.

But what’s driving this growth? The venture capital trail alone won’t help us understand the trends contributing to AI adoption in healthcare. But the “2022 AI in Healthcare Survey” will. For the second year, Gradient Flow and John Snow Labs asked 300 global respondents what they’re experiencing in their AI programs—from the individuals using them to the challenges and the criteria used to build solutions and validate models. These are the top five trends that emerged from the research. 

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5 NLP Trends to Watch in 2021

Although still in its infancy, 2020 has been a year of significant growth for Natural Language Processing (NLP). In fact, research from Gradient Flow found that even in the wake of the COVID-19 pandemic, 53% of technical leaders indicated their NLP budget was at least 10% higher compared to 2019, with 31% stating their budget was at least 30% higher than the previous year. This is quite significant, given most companies are experiencing a downturn in IT budgets, as companies adjusted their spending in response to the pandemic. 

With the power to help streamline and even automate tasks across industries, from finance and healthcare to retail and sales, leaders are just beginning to reap the benefits of NLP. As the technology advances further and its value becomes more widely known, NLP can achieve outcomes from handling customer service queries to more mission-critical tasks, like detecting and preventing adverse drug events in a clinical setting. As NLP continues on its growth trajectory, here are some of the top trends to watch in 2021.