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Generative AI in Healthcare: Use Cases, Benefits, and Challenges

John Snow Labs

Overcoming Data Limitations In healthcare, the availability and quality of data can be significant barriers to research and development. Gen AI addresses this by generating high-quality, synthetic datasets that can supplement real data, enabling researchers and healthcare professionals to overcome data scarcity and privacy concerns.

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Generative AI in Healthcare

John Snow Labs

Overcoming Data Limitations In healthcare, the availability and quality of data can be significant barriers to research and development. Gen AI addresses this by generating high-quality, synthetic datasets that can supplement real data, enabling researchers and healthcare professionals to overcome data scarcity and privacy concerns.

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How Fastweb fine-tuned the Mistral model using Amazon SageMaker HyperPod as a first step to build an Italian large language model

AWS Machine Learning Blog

Overcoming data scarcity with translation and synthetic data generation When fine-tuning a custom version of the Mistral 7B LLM for the Italian language, Fastweb faced a major obstacle: high-quality Italian datasets were extremely limited or unavailable.