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Economics and Equity of Large Language Models: Health Care Perspective
In this perspective, 3 different LLM implementation pathways (training from scratch pathway [TSP], fine-tuned pathway [FTP], and out-of-the-box pathway [OBP]; Figure 1) across 4 major cloud service providers (CSPs; Amazon Web Services [AWS], Google Cloud Platform [GCP], Azure: Microsoft, and Oracle Cloud Infrastructure [OCI]) are presented as “onboarding points.”
J Med Internet Res 2024;26:e64226
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This study aims to develop and validate a COVID-19 decompensation index (CDI) in a 2-phase manner and build on existing wearable biosensor–derived analytics generated by phys IQ’s end-to-end cloud platform for continuous physiological monitoring with wearable biosensors.
The development of a CDI is believed to be key to managing and mitigating the severity of a patient’s illness, especially COVID-19 where little is known about the progression of the disease.
JMIR Res Protoc 2021;10(5):e27271
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