Article Doc · 2 hr ago 10m read

DICOM3D: From Pixels to Meaning

An Introduction

I want to make medical imaging easier to explore without losing the information that gives an image its meaning. A three-dimensional model can help someone understand a structure. Knowing where that model came from, what defined its boundaries, and what has actually been checked makes it more useful.

That is the problem behind DICOM3D, an open-source research and educational project I've been building. It's already publicly available; this article is a more personal introduction to the project and why I'm working on it.

The interest is technical

#Global Masters #InterSystems IRIS for Health #Open Exchange #Other #FHIR #GitHub #Interoperability #Mapping #Testing #Tools
Open Exchange
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Article Muhammad Waseem · 9 hr ago 14m read

Business Rules Deep Dive: Routing Logic for Streams - Part (3)

Hi, Community!

In Part 1 of this series, we built a production using the HL7 Messaging type and created a BPL Business Process that enriches an incoming HL7 message with a %DynamicObject. In Part 2, we demonstrated seven real-world property-access pitfalls that cause silent failures when working with dynamic objects.

This article closes the series with something different. Instead of a structured HL7 message, we deal with raw stream content %Stream.Object that arrives unparsed. The challenge here is that Business Rules work best against simple values.

#InterSystems IRIS for Health #Other #Business Operation #Business Process (BPL) #Business Service #Interoperability #ObjectScript
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Announcement KC Lu · 13 hr ago

ascot: ObjectScript static analysis for humans and AI

I’m excited to share ascot, an open-source static analysis tool for InterSystems ObjectScript.

One of ascot’s core capabilities is type checking with a deep understanding of control flow, including idiomatic patterns involving $order, $data, for loops, conditionals, and postconditionals.

In addition, ascot helps you navigate codebases by maintaining indices of ObjectScript definitions and references.

Designed for humans as well as AI agents, ascot exposes its functionality through CLI, MCP, and LSP. Integration with the InterSystems Language Server VS Code extension is coming shortly.

#InterSystems IRIS #AI Coding #Tools #VSCode
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Announcement Celeste Canzano · 13 hr ago

Beta Testers Needed for the New HealthShare Unified Care Record Implementation and Customization Specialist Certification Exam

Hi HealthShare community!

Do you work with HealthShare Unified Care Record? InterSystems Certification has just released a new beta exam for HealthShare Unified Care Record Implementation and Customization Specialists, and we're looking for beta testers!

About the Opportunity

  • This is a great opportunity to take the exam for free — we waive the $150 exam fee for beta testers!
  • Earn the certification if you achieve a passing score.
  • Beta testing runs from October 19 to December 1, 2026.
#HealthShare #Certification
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Announcement Anastasia Dyubaylo · 15 hr ago

[Video] Using InterSystems Data Studio as a Data Warehouse

Hi Community,

Enjoy the new video on InterSystems Developers YouTube:

 ⏯  Using InterSystems Data Studio as a Data Warehouse @ Ready 2026

This session explores how InterSystems Data Studio can be leveraged as a practical, enterprise-ready data warehouse solution. We’ll walk through how to use the platform to consolidate data from multiple operational systems, design clean and scalable schemas, and build analytics-ready datasets that support reporting, dashboards, and AI use cases.

#InterSystems Data Studio #Summit #READY 2026 #Video
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InterSystems Official Daniel Palevski · Oct 14

Developer preview #6 for InterSystems IRIS, InterSystems IRIS for Health, & InterSystems Health Connect 2026.3

InterSystems announces its sixth preview as part of the developer preview program for the 2026.3 release. This release includes InterSystems IRIS® data platform, InterSystems IRIS for Health™, and InterSystems Health Connect™. 

Highlights

Many additional updates and enhancements have been added since Preview #5:

  • Modern Interoperability User Experience enhancements, including updates across Production Configuration, Message Viewer, Schema Viewer, BPL Editor, and Rule Editor. 
  • FHIR Package Management with native Simplifier.
#InterSystems IRIS #InterSystems IRIS for Health #Documentation #Health Connect #InterSystems Official #FHIR #Interoperability #Release #Security #System Administration
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Announcement Dominic Chui · 19 hr ago

IPM Version 0.10.10 Release Notes

IPM version 0.10.10 was released on October 14th, 2026. You can check it out on the GitHub page or through the Community Registry. For those of you running agentic workflows, the new sync command will be particular interest. Read more about it on the wiki.

Full Changelog:

Added

  • #1117: Add sync command for incremental loading of changed files in dev-mode modules. Detects modified files since last sync using SHA-1 hash and recompiles only what is stale. Supports -delete for processing removed files and -test for running changed test-phase unit tests.
#HealthShare #InterSystems IRIS #InterSystems IRIS for Health #InterSystems Package Manager (IPM)
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Question Dmitry Maslennikov · Oct 15

Error activating namespaces

Does anyone knows how to resolve this issue without rebuilding entire system from scratch?


[Utility.Event] Namespaces are up to date
[Utility.Event] Activating namespaces
[Utility.Event] Activating new namespace map
[Utility.Event] Error activating namespaces
[Utility.Event] LMF error:  <NAMESPACE>^LMFMON
[Generic.Event] LMFMON exited due to halt command executed
[Utility.Event] Error: <NAMESPACE>^MONITOR - Log Monitor exiting
[Generic.

#InterSystems IRIS
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Article MxSalata · Sep 27 12m read

20 places where the SysAdmin API specification and IRIS disagree

IRIS 2026.2 ships a documented REST API for administration, the SysAdmin API under /api/admin, with an OpenAPI specification of its 273 operations. For the Build Your Own Management Portal contest I built Aperture, a management portal on top of that API, and I generated its TypeScript types from the published specification. The compiler checks every request the portal sends and every field it reads.

That makes the specification load-bearing. Where it and the server differ, the portal is wrong in a way no compiler can see: a column stays empty, a service shows as disabled, a list stops early.

#InterSystems IRIS #InterSystems IRIS for Health #API #Management Portal #OAuth2 #REST API #Security
Open Exchange
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Article Brett Saviano · Dec 21, 2023 2m read

How to run ObjectScript commands in the VS Code integrated terminal

Have you ever been editing files in VS Code, but needed to check a global value or run a few ObjectScript commands? Now you can, with no setup required! If you have vscode-objectscript extension version 2.10.0 or later and are connected to InterSystems IRIS 2023.2 or later, you can now open a terminal connection to your server, regardless of where it's located.

#InterSystems IRIS #VSCode #Practices and Patterns #Development Environment #Terminal #Tips & Tricks
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Article Robert Cemper · Oct 16 1m read

Reviews on Open Exchange - #77

If one of your packages on OEX receives a review, you get notified by OEX only of YOUR own package.   
The rating reflects the experience of the reviewer with the status found at the time of review.   
It is kind of a snapshot and might have changed in the meantime.   
Reviews by other members of the community are marked by * in the last column.

# Package Review Stars IPM Docker *
1 iris-hf-loader My personal 6* of the month 6.0 y y .
2 iris-dataset-hub Excellent prepared example 5.4 . y .
3 harbor in no time ready 5.1 . y .
4 IRIS Atrium clear structured monitor 5.0 . y .
5 Waypoint fast and furious 5.0 . y .
#Open Exchange
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Question Stefan Katzensteiner · Oct 16

Official way to get the Studio 2024.1.2 standalone kit without WRC access?

Hello everyone,

I'm learning InterSystems IRIS and ObjectScript to prepare for a role that works with IRIS. My setup is IRIS Community Edition 2026.1 in Docker on Windows 11, with VS Code and the InterSystems ObjectScript Extension Pack. That works well, and VS Code will be my main IDE.

The role I am preparing for will use Studio, so I'd also like to get familiar with it. I understand that Studio is deprecated and that the 2024.1 standalone kit is only offered on the WRC distribution page.

#InterSystems IRIS #Studio
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Article Chloe Langley · Oct 6 2m read

Getting Started with Supply Chain Orchestrator Community Edition

You may have seen the recent announcement of InterSystems Supply Chain Orchestrator™ Community Edition (SCO CE)—like IRIS Community Edition, this release will allow developers to try out the SCO platform in a container on their local machine.

Setup

We've put together a quickstart repo to make this easy: SCO Community Edition Setup
 
All it contains is a docker compose file which pulls and runs both SCO community edition and webgateway community edition, and the necessary configuration files for the webgateway.
#Supply Chain Orchestrator
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Article Alberto Fuentes · Feb 13 10m read

From FHIR Events to Explainable Agentic AI: Building a Clinical Follow‑Up Demo with InterSystems IRIS for Health

10:47 AM — Jose Garcia's creatinine test results arrive at the hospital FHIR server. 2.1 mg/dL — a 35% increase from last month.

What happens next?

  • Most systems: ❌ The result sits in a queue until a clinician reviews it manually — hours or days later.
  • This system: 👍 An AI agent evaluates the trend, consults clinical guidelines, and generates evidence-based recommendations — in seconds, automatically.

No chatbot. No manual prompts. No black-box reasoning.

#InterSystems IRIS for Health #Artificial Intelligence (AI) #FHIR #Generative AI (GenAI) #Interoperability #Practices and Patterns #SQL #Vector Search
Open Exchange
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Announcement Anastasia Dyubaylo · Sep 4

Community Bounty Program "Idea to Application" — Round 3 is Live

Hi Community,

Round 3 of the Community Bounty Program "Idea to Application" is here!

We have a new set of challenges from the Ideas Portal. Choose one (or more!), build an application, and publish it on Open Exchange to earn rewards.

Image

🏆 Every qualifying submission earns 10K+ Global Masters points and badges, including an official InterSystems Credly badge. Complete all the ideas in this round to unlock Tier 2 bonuses.

#InterSystems Ideas Portal #Developer Community Official #Events #Global Masters #Open Exchange
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Article Nicky Zhu · Oct 16 10m read

Semantic-First Interface Analysis: Understand the Contract Before Designing the Integration

A connection test can tell you that a server responded. A schema can tell you that a column is named Code. Neither tells you, by itself, what that code represents or whether it belongs in a particular target field.

That distinction is where reliable integration design begins. Before deciding which source asset maps to which target, or which components should form a pipeline, we need to understand the interfaces—not just their shapes, but what those shapes mean in context.

This article explains how DataPipelineDemo approaches that problem on InterSystems IRIS for Health.

#InterSystems IRIS #InterSystems IRIS for Health #AI Coding #FHIR #JDBC #Mapping #Python #SOAP #SQL #Tools
Open Exchange
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Article Heloisa Paiva · Oct 14 13m read

CI/CD for InterSystems IRIS: From Server-Side Git to Automated Deployment on AWS

TL;DR / Quick Answer

This article examines ways to place an InterSystems IRIS application under true version control and automatically deploy it from GitHub to IRIS servers running on AWS EC2, bypassing Open Exchange dependencies for a fully custom design.  The framework has two halves: a server-side source control class that commits every save to Git, and a GitHub Actions pipeline that pushes approved commits to a target namespace via the Atelier REST API. The hard parts are not the automation itself, but rather running Git as the IRIS service account and rolling back when a compilation fails.

#InterSystems IRIS #InterSystems IRIS for Health #AWS #Backup #Deployment #Git #GitHub #Platforms #Release #Source Control
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Article Alex Woodhead · Oct 15 24m read

Northwind and the Sensory Homunculus of Phantom Retail

TLDR: A Claude fueled exploration of your missing product features that are of high value and or high pain points for customers in competing products.

Claude understands mermaid Entity Relation Diagrams and can use them to aid research to build out new features.
Cost: Less than $15 of tokens
Duration: About 3 hours prompt processing

Sources of inspiration

The Sensory homunculus

Image

Source: Harrison, Robert. Representing the Acoustic World within the Brain: Normal and Abnormal Development of Frequency Maps in the Auditory System.

#Other #AI Coding #Generative AI (GenAI) #Large Language Model (LLM) #Prompt Engineering #Tips & Tricks #Tutorial
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Question Thembelani Mlalazi · Mar 27, 2018

how to add to the RecordMap Batch

Morning guys  I have a SQL operation that I use to read data and results to a record map. But seems to have trouble saving the objects to a record map as I get this message

ERROR ErrException:
zInsertObject+2^%Library.RelationshipObject.1 -- logged as '-' number - @''

please help  here is my code let me know if I missing anything thank you in advance

Method OnRequest(pRequest As DQToolsSet.PrimaryMessageREQ, Output pResponse As HSCIC.DBS.RequestRBAT) As %Status
{
 #dim status as %Status=$$$OK
    #dim resultSet as %SQL.StatementResult
   
    set pobject=##class(%FileCharacterStream).%New()
   
    set preq=##class(HSCIC.DBS.RequestRBAT).%New()
   
   
 
 set status=..Adapter.ExecuteQuery(.resultSet,..GetTheSubmissionData(pRequest.pMonth, pRequest.pApp, pRequest.pRef, pRequest.pInPat))

nbsp;if ($$$ISOK(status))
 {
  While (resultSet.%Next(.status) && $$$ISOK(status))
  {
  set ppResponse=##class(HSCIC.DBS.RequestRMAP.Record).%New()
     set ppResponse.RequestCode=resultSet.Get("recType")
        set ppResponse.PatientID=resultSet.Get("ClientID")
        set ppResponse.DOB=resultSet.Get("DOB")
        set ppResponse.Property4=resultSet.Get("u1")
        set ppResponse.Property5=resultSet.Get("u2")
        set ppResponse.NHSNumber=resultSet.Get("NNN")
        set ppResponse.Surname=resultSet.Get("Surname")
        set ppResponse.AltSurname=resultSet.Get("u3")
        set ppResponse.GivenName=resultSet.Get("GivenName1")
        set ppResponse.AltGivenName=resultSet.Get("u4")
        set ppResponse.SpineGender=resultSet.Get("Gender")
        set ppResponse.Address1=resultSet.Get("a1")
        set ppResponse.Address2=resultSet.Get("a2")
        set ppResponse.Address3=resultSet.Get("a3")
        set ppResponse.Address4=resultSet.Get("a4")
        set ppResponse.Address5=resultSet.Get("a5")
        set ppResponse.PostCode=resultSet.Get("Postcode")
        set ppResponse.AltAddress1=resultSet.Get("p1")
        set ppResponse.AltAddress2=resultSet.Get("p2")
        set ppResponse.AltAddress3=resultSet.Get("p3")
        set ppResponse.AltAddress4=resultSet.Get("p4")
        set ppResponse.AltAddress5=resultSet.Get("p5")
        set ppResponse.AltPostCode=resultSet.Get("p6")
        set ppResponse.GPCode=resultSet.Get("GPCode")
        set ppResponse.GPPracticeCode=resultSet.Get("PracticeCode")
        set ppResponse.NewField3=resultSet.Get("u5")
        set ppResponse.NewFiel23=resultSet.Get("u6")
  
   set status=ppResponse.%Save()
   set pobject=ppResponse
  
  set pResponse=##class(HSCIC.DBS.RequestRBAT).%New()
  
   if ($$$ISOK(status))
   {
    set status=pResponse.Records.InsertObject(pobject)
    set status=pResponse.Records.%Save()
   
      }
  
  
  }
  }
  }
#Ensemble #ObjectScript #SQL
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Article Raj Singh · Oct 15 2m read

Test Your Site Against Chrome's XSLT Removal Today

As many of you have already realized, Chrome plans to remove XSLT support starting with version 158, scheduled for November 17, 2026. Both the XSLTProcessor JavaScript API and the processing instruction are being removed.

Many InterSystems products use some extent of in-browser XSLT processing, so this issue will affect us all, and we will be offering official communication on our mitigation plans soon. But in the meantime I wanted to share information on how you can see if this will impact your own applications. You don't have to wait five weeks to find out what breaks.

#Caché #Ensemble #HealthShare #InterSystems IRIS #InterSystems IRIS for Health #TrakCare #Interoperability #XML #ZEN
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