Article José Pereira · Dec 27, 2020 2m read Using IntegratedML to create a cube dimension Hi guys. That time I'll show you a way to use a machine learning model implemented using IntegradeML as source for an IRIS analytics cube dimension. Creating the ML model: Execute this SQL in order to create a new ML model using IntegratedML SQL extension: #InterSystems IRIS #InterSystems IRIS BI (DeepSee) Open Exchange app 2 0 0 217
Article José Pereira · Dec 26, 2020 2m read Using the IRIS Analytics Business Intelligence REST API Did you know that you can get IRIS Analytics features as an REST API? In this article I'll show some endpoints of IRIS Analytics Business Intelligence REST API, used in my project iris-analytics-notebook to create a pivot table component in Angular. #Analytics #InterSystems IRIS #InterSystems IRIS BI (DeepSee) Open Exchange app 1 0 0 264
Article José Pereira · Dec 25, 2020 2m read A notebook-inspired approach for IRIS Analytics Hi guys! I'd like to present you my new project: iris-analytics-notebook, a notebook approach to use IRIS analytics capabilities. Project description In past few years, notebooks tools like Jupyter are gaining popularity due its natural way to express ideias. An almost unipresent tool for data scientists, notebook can also help to improve the impact of analytics tools for all sort of users. #Analytics #Analyzer #Contest #InterSystems IRIS #InterSystems IRIS BI (DeepSee) Open Exchange app 2 0 0 245
Article José Pereira · Nov 16, 2020 3m read Using IntegratedML to create a ML adapter for IRIS Interoperability Update: added support for regression model Hi everyone! In this brief article, I'll show you how to write an adapter for IRIS Interoperability for use ML models managed by IRIS IntegratedML. #IntegratedML #Interoperability #Ensemble #InterSystems IRIS Open Exchange app 1 0 1 335
Article José Pereira · Aug 29, 2020 1m read Using FHIR model to create charts with any configuration The fhir-react project defines a unique component which renders the interface based on FHIR resource type. There's no need for any configuration because the library uses the standard of defined by the resource type. So, I decided to apply the same idea, but for charts. The basic idea is depicted below: #Contest #FHIR #React #InterSystems IRIS for Health Open Exchange app 2 0 1 500
Article José Pereira · Aug 29, 2020 2m read Using fhir-react UI for quick visualization The fhir-react project is a React UI framework based on Google Material Design, which covers almost all FHIR resources for versions DSTU2, STU3 and R4. It design it's really friendly - there's just one component! As FHIR resource types are standards, the framework resolves internally what rendering class must be used. To display your FHIR resource just write this component: #InterSystems IRIS for Health Open Exchange app 1 0 1 2.4K
Article José Pereira · Aug 28, 2020 5m read An example on finding inconsistencies in FHIR data As I said in the previous article, I started to learn about FHIR for the contest, and I'd like to share an update in my application: detection of inconsistencies in FHIR data. Note: This document it's also availble in GitHub. #Contest #FHIR #InterSystems IRIS for Health Open Exchange app 1 0 0 339
Article José Pereira · Aug 26, 2020 3m read Learning new nice things in the FHIR contest Hi guys. Recently, I get interest in FHIR in order to run for the IRIS for Health FHIR contest. As a beginner on this topic, I've heard somewhat about it, but I didn't know how complex and powerful was FHIR. As pointed out by @Henrique.GonçalvesDias here, you can model several aspects of the patient history and other related entities. #Analytics #FHIR #REST API #UI Development #InterSystems IRIS for Health #InterSystems IRIS BI (DeepSee) #Open Exchange Open Exchange app 4 5 0 340
Article José Pereira · Jul 17, 2020 8m read Why is COVID-19 also dangerous for Machine Learning? (Part II) Following up the previous part, it's time to take advantages for IntegratedML VALIDATION MODEL statement, to provide information in order to monitor your ML models. You can watch it in action here #Artificial Intelligence (AI) #Analytics #Contest #IntegratedML #Machine Learning (ML) #InterSystems IRIS #Open Exchange Open Exchange app 3 0 1 261
Article José Pereira · Jul 15, 2020 5m read Why is COVID-19 also dangerous for Machine Learning? (Part I) A few months ago, I read this interesting article from MIT Technology Review, explaing how COVID-19 pandemic are issuing challenges to IT teams worldwide regarding their machine learning (ML) systems. Such article inspire me to think about how to deal with performance issues after a ML model was deployed. #Artificial Intelligence (AI) #Analytics #Contest #IntegratedML #Machine Learning (ML) #InterSystems IRIS #Open Exchange Open Exchange app 2 2 0 456