Remove tag nlp
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Grand Rounds December 8, 2023: A Pragmatic Randomized Trial of the Jumpstart Intervention to Promote Communication about Goals of Care for Hospitalized Patients with Serious Illness (Ruth Engelberg, PhD; Erin Kross, MD; Robert Lee, MD, MS)

Rethinking Clinical Trials

The goals of care discussions were identified by a natural language processing (NLP) called BERT and screened human abstraction. The study team trained and validated the NLP model by adjudicating 2,500 notes, and compared human decisions with NLP decisions to come up with an assessment with how NLP preformed.

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AI-Powered Precision Engagement in Commercial and Medical Functions

Intouch Solutions

Importantly, these materials do not need to originate solely from pharmaceutical companies but can also come from external sources.

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Insights From Medical Affairs Interactions

pharmaphorum

For example, you can use NLP and machine learning for tagging insights with keywords automatically, and use human analysis for complex message extraction to help find strategic trends across insights. This will enable insights from multiple sources to be analysed in the same way – a critical component for good reporting.

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