Generative AI in Your Desk Drawer: Back Office Applications in Health Care

This article delineates the advantage of generative AI over earlier forms of AI and machine learning. We’ll look at several areas in health care where generative AI is in use, and discuss ways to make it widely available to small clinical organizations with few resources. We’ll also see how different organizations are training their models for maximum accuracy and value. The Generative AI Advantage The impacts of generative AI throughout society will be hard to assess for some time because it is so new and has become the darling of computer science so fast. Stepro describes the pace of change as “extreme.” It’s hard to remember that ChatGPT was launched only near the end of 2022. In recent news, Google released Gemini, incorporating generative AI into a voice-enabled chatbot. One history credits Joseph Weizenbaum, creator of the classic Eliza program in the 1960s, for inventing the large language model (LLM). But the key element of generative AI, the transform or transformer, was first proposed in a 2017 paper and only recently has supplemented the more traditional convolutional neural networks (CNNs) and recurrent neural networks (RNNs). Traditional automation takes simple, linear tasks off of the hands of busy staff. Machine learning can go much further, uncovering useful trends that were previously unnoticed, and doing predictive analytics such as risk stratification of patients. But what can office staff get from generative AI? While older ...
Source: EMR and HIPAA - Category: Information Technology Authors: Tags: Administration AI/Machine Learning C-Suite Leadership Health IT Company Healthcare IT Administrative Burden Amazon Web Services Arcadia Artificial Intelligence AWS Back Office Bikham Caen Contee ChatGPT David Kereiakes Gauri Source Type: blogs