Remove Algorithm Remove Hospitals Remove Information Remove Learning
article thumbnail

What is predictive analytics? Transforming data into future insights

CIO

Predictive analytics definition Predictive analytics is a category of data analytics aimed at making predictions about future outcomes based on historical data and analytics techniques such as statistical modeling and machine learning. The science of predictive analytics can generate future insights with a significant degree of precision.

article thumbnail

Healthcare organizations must create a strong data foundation to fully benefit from generative AI

CIO

The LLMs, algorithms, and structures that a healthcare payer or provider interacts with represent the visible part of the iceberg. In fact, the average hospital produces 50 petabytes of data a year. Nearly 80% of hospital data is unstructured and most of it has been underutilized until now. Consider the iceberg analogy.

Hospitals 520
Insiders

Sign Up for our Newsletter

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

article thumbnail

How digital humans can make healthcare technology more patient-centric

CIO

Studies reveal a link between staffing shortages and poor patient outcomes due to, for example, inpatient surgical mortality rates, patient falls and hospital-acquired infections. On-going wellness support helps to keep patients healthier, out of hospitals and away from high-cost care. What is a Digital Entity?

article thumbnail

Unlocking the Power of AI with a Real-Time Data Strategy

CIO

Better patient care at hospitals. To succeed with real-time AI, data ecosystems need to excel at handling fast-moving streams of events, operational data, and machine learning models to leverage insights and automate decision-making. It’s also used to deploy machine learning models, data streaming platforms, and databases.

Hospitals 682
article thumbnail

How Graph Analytics is Helping Improve Personalized Healthcare

CIO

Why Graph Analytics is Important for Healthcare Hospitals deal with stockpiles of data. Every touchpoint is stored in a hospital’s electronic health record including visits, prescriptions, operations, and immunizations. Too much data can be a challenge, making it difficult to access and analyze information when and where it’s needed.

article thumbnail

CIOs take aim at Silicon Valley talent

CIO

You don’t always find a sense of great purpose working in Silicon Valley, observes Diogo Rau, executive vice president and chief information and digital officer at Eli Lilly and Co. P&G is applying AI at scale and automating the machine learning deployment process, he says. I can tell you he didn’t come for the weather,” Rau jokes.

Hospitals 617
article thumbnail

Machine Learning Pioneers a New Generation of Technical Writing Solutions

Smart Data Collective

My colleagues and I at Smart Data Collective have written extensively about the benefits of big data in fields like marketing, hospitality and cybersecurity. How does machine learning influence technical writing? The technical writing profession predates the concept of machine learning by nearly a century.

Learning 171