Introducing AI for clinical text interpretation in the 3terra platform
(For a brief overview of clinical text AI and how it will change hospital analytics, please first watch this .) Over the past three years, the advancement of natural language processing (NLP) within healthcare has been remarkable to watch. In that time, a new service model has emerged where the top technology giants (Microsoft, Amazon, IBM, and Google) have released world class medical NLP Application Programming Interfaces (APIs) that enable new opportunities to use unstructured medical text to solve a wide variety of analytical and research problems. We recently completed the integration of Microsoft’s Cognitive Services into our platform to assist in …
How to introduce Machine Learning into your hospital
Machine learning (ML) and Artificial Intelligence (AI) have consistently been the topic of healthcare articles citing advanced applications such as identifying malignant tumors from radiology images or automatically diagnosing patients. There is a very wide spectrum of uses for machine learning, many of which can be applied towards less captivating hospital operational purposes. In this article, I hope to illustrate that there are many hospital Decision Support (DS) problems that can be best solved using ML and that you do not require an advanced degree in mathematics to take advantage of the technology. We use Machine Learning extensively in our …
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