Keywords: Jupyter Notebook, Tensorflow GPU, Keras, Deep Learning, MLP, and HealthShare

1. Purpose and Objectives

In previous"Part I" we have set up a deep learning demo environment. In this "Part II" we will test what we could do with it.

Many people at my age had started with the classic MLP (Multi-Layer Perceptron) model. It is intuitive hence conceptually easier to start with.

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Hello Developer Community!

We are looking to better understand how our users configure and manage our products. If you have a few minutes, please fill out this quick survey https://www.surveymonkey.com/r/N2JX3TQ

If you're willing to participate in an in-depth interview about your experiences, you might be eligible for a $100 gift card! Indicate in the survey that you'd like to talk to us and we will be in touch the second week in September!

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Announcement
· Jan 13, 2021
CCR Tier 1 Training March 1-5, 2021

Hello,

I'm happy to announce that there will be a training for CCR Tier 1 users soon!

Register now!

Course Name: InterSystems Change Control: Tier 1 Basics

When: March 1 - 5, 2021, 9am-1:30pm US Eastern Time (ET).

Where: Virtual Classroom. You will receive connection details shortly before class.

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Hi Community,

Please welcome the new video from #VSummit20:

New & Next: Cleaner, More Comprehensive Unified Care Records

https://www.youtube.com/embed/YntRwY5P9Yg
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After upgrading an Information Exchange/HealthShare instance that has a registry namespace, you may notice that the Caché audit log gets filled with frequent login failures by the HS_Services user (check this by going to Management Portal > System Administration > Security > Auditing > View Audit Database). Clicking the “details” shows event data like:

Error message: Access Denied
CSP Application: /csp/healthshare/hsregistry
Authentication: Delegated
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Question
· May 17, 2016
Tools for CDA/CCD?

I have a tool I absolutely love for HL7 v2 analysis and manipulation. It's called 7edit. I'm wondering if there is anything similar for HL7v3/CDA/CCD. I know it is considerably more complex, but I still have hope.

So far the best resource I've found is http://www.cdapro.com/. I'd love to hear anyone else's tips for tools or resources.

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Hi Everyone!

New session recording from Global Summit 2018 is available on InterSystems Developers YouTube Channel:

Creating an Event Management Service

https://www.youtube.com/embed/D9vo0shPf24
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We are running HealthShare on Linux Redhat via Azure.

A couple of days ago, the Azure server rebooted. Which we were unaware of.

Resulting in the Instance being in a downed status.

In the short term I put together a quick script to check the status, if it is down to restart it.

However, before I go down that road, I thought it would be best to inquire if there is a much better and more streamlined solution?

In a nutshell I just want to check and see if the Instance is up or in a state such as down or hung then start it.

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Hi Community,

Get a first look at InterSystems HealthShare's next-generation healthcare decision support and notification capabilities:

Introducing InterSystems HealthShare Extended Decision Support

https://www.youtube.com/embed/YP4SSDIHuWM
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InterSystems is pleased to announce that the extended maintenance releases of InterSystems IRIS, InterSystems IRIS for Health, and HealthShare Health Connect 2022.1.1 are now available. These releases provide a few selected features and bug fixes for the 2022.1.0 releases.

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Hello again everyone.

In our previous article we saw how to configure our EMPI to receive FHIR messages. To do this we installed the FHIR Adapter that InterSystems made available to us that configured a REST endpoint to which we could send our FHIR message. We would then get the message and transform it to a %String that we would send via TCP to the output of our EMPI configured in our HSPIDATA namespace.

Alright, it's time to see how we retrieve the message, transform it back to a %DynamicObject and parse it to the class used by the EMPI to store the information.

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Hey Community,

Click play and immerse yourself in our fresh video on InterSystems Developers YouTube:

Capturing High-Volume High-Frequency Clinical Data to Leverage in HealthShare Unified Care Record @ Global Summit 2023

https://www.youtube.com/embed/XIInGPGT5Y8
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Hey Community,

Watch the new video on InterSystems Developers YouTube:

Clinical Research Data Pipeline Using FHIR & OMOP @ Global Summit 2023

https://www.youtube.com/embed/S1vuMAiI8_k
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I am currently experiencing frustration with trying to Authenticate an Active Directory account through JDBC as the Hospital System moves from OnPrem SQL Server to using Azure SQL Server with Microsoft Entra Authentication.

Microsoft cannot give me a straight answer of what is required from a JDBC standpoint to authenticate from a Linux environment.

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Have you ever needed to change an IP or port before deploying an interface to production? Needed to remove items from an export? What about modifying the value(s) in a lookup table before deploying? Have you wanted to disable an interface before deploying? What about adding a comment, category, or alert setting to an interface before deploying to production?

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Hi everyone,

I need submit a object have a json string as property of class, but I get an issue, object can't save to SQL table if I take json data to json property. I try making a test class with only json property and get the same issue, no data row in SQL table after run ClassMethod . Some one know what's problem, please help me. Here my test class:

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Hi,

I have a HealthShare HealthConnect operation which uses the EnsLib.HTTP.OutboundAdapter. It is using a custom Operation class to send HTTP Post request. The request data that is sent to the operation and the response back from the operation is not displayed on the visual trace. Is there anyway to display this data in the trace?

Thank you for your help.

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This is the fifth in a series of releases that are part of the developer preview program for 2022.2 Future preview releases are expected to be updated biweekly and we will add features as they are ready. Many updates, fixes and enhancements have been added in 2022.2, in SQL management, cloud integration, Kafka and JMS adapters, the SQL Loader, and other areas.

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