From 4265686d149ecf2f1b6fabe0dba6a7008851b0ba Mon Sep 17 00:00:00 2001 From: Gang Fu Date: Wed, 23 Aug 2023 08:46:33 -0700 Subject: [PATCH 1/3] Create aws_healthimaging.md This is a new platform on AWS using MONAI deploy with native services like AWS HealthImaging and Amazon SageMaker Signed-off-by: Gang Fu --- platforms/aws_healthimaging.md | 7 +++++++ 1 file changed, 7 insertions(+) create mode 100644 platforms/aws_healthimaging.md diff --git a/platforms/aws_healthimaging.md b/platforms/aws_healthimaging.md new file mode 100644 index 00000000..9cb01003 --- /dev/null +++ b/platforms/aws_healthimaging.md @@ -0,0 +1,7 @@ +[AWS HealthImaging](https://aws.amazon.com/healthimaging/) (AHI) is a HIPAA-eligible, highly scalable, performant, and cost effective medical imagery store. + +We have developed a [MONAI Deploy connector](https://github.com/aws-samples/healthlake-imaging-to-dicom-python-module/tree/main) to AWS HealthImaging to integrate medical imaging AI applications with sub-second image retrieval latencies at scale powered by cloud-native APIs. + +The MONAI AI models and applications can be hosted on [Amazon SageMaker](https://aws.amazon.com/sagemaker/), which is a fully managed service to deploy Machine Learning (ML) models at scale. Amazon SageMaker takes care of setting up and managing instances for inference and provides built-in metrics and logs for endpoints that you can use to monitor and receive alerts. It also offers a variety of NVIDIA GPU instances for ML inference, as well as multiple model deployment options with automatic scaling, including real-time inference, serverless inference, asynchronous inference and batch transform. + +The sample Jupyter notebooks in [this workshop](https://github.com/aws-samples/monai-on-aws-workshop) will walk you through how to deploy MONAI Application Package (MAP) on Amazon Sagemaker, which leverage the MONAI Deploy connector to retrieve image data from AHI and make AI prediction. From 93835c9afd8dd2eadf3623836d50b62bdf578cd8 Mon Sep 17 00:00:00 2001 From: Gang Fu Date: Mon, 28 Aug 2023 08:31:24 -0700 Subject: [PATCH 2/3] reorg file structure for new platform on AWS --- .../README.md} | 4 +++- .../aws_healthimaging/monaideploy_arch.png | Bin 0 -> 185993 bytes 2 files changed, 3 insertions(+), 1 deletion(-) rename platforms/{aws_healthimaging.md => aws_healthimaging/README.md} (76%) create mode 100644 platforms/aws_healthimaging/monaideploy_arch.png diff --git a/platforms/aws_healthimaging.md b/platforms/aws_healthimaging/README.md similarity index 76% rename from platforms/aws_healthimaging.md rename to platforms/aws_healthimaging/README.md index 9cb01003..e752babc 100644 --- a/platforms/aws_healthimaging.md +++ b/platforms/aws_healthimaging/README.md @@ -4,4 +4,6 @@ We have developed a [MONAI Deploy connector](https://github.com/aws-samples/heal The MONAI AI models and applications can be hosted on [Amazon SageMaker](https://aws.amazon.com/sagemaker/), which is a fully managed service to deploy Machine Learning (ML) models at scale. Amazon SageMaker takes care of setting up and managing instances for inference and provides built-in metrics and logs for endpoints that you can use to monitor and receive alerts. It also offers a variety of NVIDIA GPU instances for ML inference, as well as multiple model deployment options with automatic scaling, including real-time inference, serverless inference, asynchronous inference and batch transform. -The sample Jupyter notebooks in [this workshop](https://github.com/aws-samples/monai-on-aws-workshop) will walk you through how to deploy MONAI Application Package (MAP) on Amazon Sagemaker, which leverage the MONAI Deploy connector to retrieve image data from AHI and make AI prediction. +The sample Jupyter notebooks in [this workshop](https://github.com/aws-samples/monai-on-aws-workshop) will walk you through how to deploy [MONAI Application Package](https://github.com/Project-MONAI/monai-deploy/blob/main/guidelines/monai-application-package.md) (MAP) on Amazon Sagemaker, which leverage the MONAI Deploy connector to retrieve image data from AHI and make AI prediction, as showned in this architecture diagram: + +![MONAI Deploy Arch 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Subject: [PATCH 3/3] Update README.md Added MAP to the link Signed-off-by: David Bericat --- platforms/aws_healthimaging/README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/platforms/aws_healthimaging/README.md b/platforms/aws_healthimaging/README.md index e752babc..aa129c11 100644 --- a/platforms/aws_healthimaging/README.md +++ b/platforms/aws_healthimaging/README.md @@ -4,6 +4,6 @@ We have developed a [MONAI Deploy connector](https://github.com/aws-samples/heal The MONAI AI models and applications can be hosted on [Amazon SageMaker](https://aws.amazon.com/sagemaker/), which is a fully managed service to deploy Machine Learning (ML) models at scale. Amazon SageMaker takes care of setting up and managing instances for inference and provides built-in metrics and logs for endpoints that you can use to monitor and receive alerts. It also offers a variety of NVIDIA GPU instances for ML inference, as well as multiple model deployment options with automatic scaling, including real-time inference, serverless inference, asynchronous inference and batch transform. -The sample Jupyter notebooks in [this workshop](https://github.com/aws-samples/monai-on-aws-workshop) will walk you through how to deploy [MONAI Application Package](https://github.com/Project-MONAI/monai-deploy/blob/main/guidelines/monai-application-package.md) (MAP) on Amazon Sagemaker, which leverage the MONAI Deploy connector to retrieve image data from AHI and make AI prediction, as showned in this architecture diagram: +The sample Jupyter notebooks in [this workshop](https://github.com/aws-samples/monai-on-aws-workshop) will walk you through how to deploy [MONAI Application Package (MAP)](https://github.com/Project-MONAI/monai-deploy/blob/main/guidelines/monai-application-package.md) on Amazon Sagemaker, which leverage the MONAI Deploy connector to retrieve image data from AHI and make AI prediction, as showned in this architecture diagram: ![MONAI Deploy Arch Diagram](monaideploy_arch.png)