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Build a medical imaging AI inference pipeline with MONAI Deploy on AWS

AWS Machine Learning

AWS, NVIDIA, and other partners build applications and solutions to make healthcare more accessible, affordable, and efficient by accelerating cloud connectivity of enterprise imaging. AHI provides API access to ImageSet metadata and ImageFrames. Metadata contains all DICOM attributes in a JSON document. We prepared a model_handler.py

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Use RAG for drug discovery with Knowledge Bases for Amazon Bedrock

AWS Machine Learning

The Retrieve and RetrieveAndGenerate APIs allow your applications to directly query the index using a unified and standard syntax without having to learn separate APIs for each different vector database, reducing the need to write custom index queries against your vector store.

APIs 118
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Automatically generate impressions from findings in radiology reports using generative AI on AWS

AWS Machine Learning

In order to run inference through SageMaker API, make sure to pass the Predictor class. pre_trained_model = Model( image_uri=deploy_image_uri, model_data=pre_trained_model_uri, role=aws_role, predictor_cls=Predictor, name=pre_trained_name, env=large_model_env, ) # Deploy the pre-trained model.

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The Rapid Rise of Virtual Health Agents in Patient Access

SmartAction

The COVID-19 pandemic is exposing frailties in our already strained US healthcare system. For healthcare providers, this sheds a stark light on what has been apparent for some time – that measures must be taken to ease the burden on healthcare workers, while also ensuring the general public has access to routine and essential health services.

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Integrate Amazon Lex and Uneeq’s digital human platform

AWS Machine Learning

Having worked with brands across numerous verticals such as UBS (financial services), Vodafone (telecommunications ), and Mentemia (healthcare), Uneeq helps customers enable innovative customer experiences powered by Amazon Lex. Amazon API Gateway. Access to the following AWS services: Amazon API Gateway. AWS Lambda. Amazon Lex.

APIs 87
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Identify key insights from text documents through fine-tuning and HPO with Amazon SageMaker JumpStart

AWS Machine Learning

Organizations across industries such as retail, banking, finance, healthcare, manufacturing, and lending often have to deal with vast amounts of unstructured text documents coming from various sources, such as news, blogs, product reviews, customer support channels, and social media. Healthcare and life sciences. Demo notebook.

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Build and train computer vision models to detect car positions in images using Amazon SageMaker and Amazon Rekognition

AWS Machine Learning

Finally, we show how you can integrate this car pose detection solution into your existing web application using services like Amazon API Gateway and AWS Amplify. For each option, we host an AWS Lambda function behind an API Gateway that is exposed to our mock application. iterdir(): if p_file.suffix == ".pth":

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