I'd love to find places where there is an on-going discussion of each of the topics shown on this #conceptmap. See it at tutormentor.blogspot.com/202…

🚀 What are we looking at here? @OpenledgerHQ This is Open Chat, powered by OpenLedger’s OPL-32B-Instruct model – a high-performance LLM (likely 32 billion parameters) fine-tuned for structured reasoning. 🧠 Its superpower? It generates concept maps from natural language prompts – turning complex ideas into intuitive, graph-based structures. 🔍 From what I see: It supports multi-domain prompts: healthcare, education, climate, startups. Concept mapping isn't just visual – it's knowledge modeling. There's prompt engineering UI persona layer ("Hi Emily"), suggesting a user-personalized agent design. Likely integrates graph rendering tools (e.g., Graphviz, Mermaid, or even embedding-based clustering). 📊 Where this is headed? This is next-gen LLM x Knowledge Graph interface – useful for researchers, founders, educators, and strategists. AI that thinks in connections – not just answers. 🔗 Welcome to the future of structured intelligence. #AI #LLM #OpenLedger #ConceptMap #PromptEngineering #KnowledgeGraph #ProductDesign #AIUX

Concept maps by Stasolaire! Futuristic & fantasy vibes for Minecraft inspiration. Join our Discord: discord.gg/mccustom #Minecraft #ConceptMap #MinecraftBuilds #Gaming #Minecraftbuilds #minecraft建築コミュ

🧵Disease Surveillance w/ FHIR The Multi-State EHR-Based Network for Disease Surveillance (MENDS) is a CDC-funded pilot of an electronic health record (EHR)-based chronic disease surveillance system coordinated by the National Association of Chronic Disease Directors (NACDD). chronicdisease.org/cphl/tech… 📄 MENDS-on-FHIR: leveraging the OMOP common data model and FHIR standards for national chronic disease surveillance The originating data source is a research data warehouse store in an OMOP CDM (Observational Medical Outcomes Partnership Common Data Model) Version 5.3 relational database [1] hosted by Health Data Compass (HDC). HDC is a research data custodian for clinical, administrative, genomic, and external data sources sponsored by the University of Colorado Anschutz Medical Campus, UCHealth, Children’s Hospital Colorado, and University of Colorado Medicine (healthdatacompass.org). HDC’s technical infrastructure is hosted in the Google Cloud Platform (GCP). All HDC databases are instances of GCP’s BigQuery enterprise data management environment.[34] The MENDS data mart cohort are all patients seen at UCHealth who met the following criteria: ◽Must have at least one “clinical” visit (inpatient, outpatient, or emergency department) on or after January 1, 2017; ◽Must have age >=2 years; ◽Must have a 5 digit zip code and state of residence (MENDS mandatory variables). A full OMOP data extract, called the MENDS data mart, was created for all patients in the MENDS cohort. The MENDS data mart is transformed into a set of US Core IG V4.0.0 compliant FHIR resources hl7.org/fhir/us/core/history… and loaded into a FHIR server. This is the OMOP-to-FHIR transformation phase. The green data flow (photo 1) extracts Bulk FHIR resources and inserts the resulting extracted FHIR resources into the MENDS/ESP database. This is the pilot FHIR-to-MENDs ETL phase. A version of the OMOP-to-FHIR transformation and FHIR server import (Steps 2.0-4.0) with synthetic data in OMOP JavaScript Object Notation (JSON) format.github.com/CU-DBMI/mends-on-… Dataflow 1.0: OMOP-to-OMOP JSON ANSI-standard SQL statements query OMOP CDM V5.3 tables to generate output rows that create FHIR resources. All data elements required for a FHIR resource must be included in the SQL output. Each SQL statement creates an “OMOP JSON” object consisting of a single key and an array. The JSON key represents the original OMOP table. Each element in the JSON array is an OMOP database row. Dataflow 2.0: OMOP JSON to FHIR R4 bundle JSON (OMOP-to-FHIR) OMOP JSON is transformed into FHIR R4 Bundle JSON format using an open-source JSON-to-JSON transformation engine that implements a functional language called Whistle.[35] Whistle is a mapping language used for converting complex, nested data from one schema to another. Whistle transformation files create FHIR output that is conformant to FHIR R4 V4.0.1 and US Core IG 4.0.0 specifications. One unique feature of the Whistle mapping language is a built-in function focused on code harmonization using local FHIR ConceptMap resources fhir.outburn.co.il/R4-spec/c… or remote FHIR terminology services. build.fhir.org/terminology-s… MENDS-on-FHIR resources also includes nonstandard original EHR source values and codes. (Photo 3) Dataflow 3.0: FHIR R4 and US core IG validation FHIR validation tools examine the structure and content of FHIR resources for conformance to FHIR Profiles and IGs using the open-source HL7 FHIR Validator.[36] The validator was configured to use FHIR R4 V4.0.1 and US-Core IG V4.0.0. Dataflow 4.0: Bulk FHIR import Each FHIR Bundle JSON file is uploaded to a FHIR server configured with base FHIR R4 and the US Core IG v4.0.0 using a FHIR $import call. The FHIR server does not perform a referential integrity check at the time of data import; instead, server-generated Resource IDs are created. Import errors are logged for inspection after all resources are loaded. 🔗academic.oup.com/jamiaopen/a… PDF DOWNLOAD scholar.google.com/scholar_u…

Hepcidin is important in the pathogenesis of #anemia of chronic disease (eg, anemia of #inflammation). . . & my students did a ⭐️GREAT⭐️ job filling in a blank #conceptmap linking hepcidin -> ⬇️ iron absorption & ⬆️reticuloendothelial sequestration -> anemia 👌 #whiteboard #meded

It’s #ConceptMap 🫧 training time for our fellows at #wipo ! Nour, Mariana, Shiqi, Toshi and Leslie, our expert in #AI, have attended terminology theory and best practices sessions and built concept maps that will further enrich #wipoPearl Job well done!👏

Lf commissioner concept map budget: 250-350 #academicbreak #commission #conceptmap

YOU'RE JUST THROWING KEYWORDS FROM YOUR OWN CONCEPTMAP AND PHILOSOPHY ON THE DIAGRAM RANDOMLY THIS IS NOT UNDERSTANDABLE

#conceptmap Seeking to understand Francis’s vision of interreligous dialgue. 👩‍💻😉

Like to study with this method! 👩‍💻 #conceptmap

Do any leaders in your community have a #conceptmap like this, showing support kids in high poverty areas need to move from #birthtowork, & showing roles of #tutor #mentor volunteers? See at tutormentor.blogspot.com/202…

Concept maps are powerful tools for visualizing and organizing your thoughts, helping you see the relationships between ideas clearly. 🌟 In Xmind, our Classic Concept Map Template is perfect for brainstorming, while the Concept Map for Business Template streamlines project planning. 💼 Interested in more about what you can do with Concept map👉 :xmind.app/blog/concept-map-t… 🚀 #Xmind #ConceptMap #MindMapping #Productivity #BusinessPlanning #Brainstorming

What a great 2024 Joint Child Health Poster Presentation Session with cross-disciplinary research in child health and well-being, including work by @danielle_difab, Jana Bataineh, and colleagues on a #ConsensusFramework for caregiver participation in #VirtualCare, and a #ConceptMap around pediatric AUDs'/S-LPs' readiness to participate in team-based care @TVCCfamily @westernuFHS @westernuNCA #audPeeps

Hi Dave. I've followed your blog for over 15 years. Here's a #conceptmap on a #Tutor #Mentor article focused on problem solving. tutormentor.blogspot.com/202… The info gathering & solution proposing could be aided by AI. But can AI bring people together, over many years?

Students @mountsfieldps organizing their ideas and showing what they know in different ways. @mindomo #FrayerModel #ConceptMap @TVDSBAT

Year 4 have developed their understanding of gases and are now able to respond to their LQ: do gases have the same mass? @voice21oracy #linguistic #cognitive #talkinglikeascientist @STEMLearningUK #conceptmap #tellthestory

It’s #PathFigureFriday! 🥼 Here I share diagrams for concepts I’m learning. Please add any comments, corrections, or creations of your own! #PathTwitter #PathX #MedX #MedTwitter #hematology #TumorLysisSyndrome #TLS #conceptmap #diagnosis #treat ⬇️More: kikoxp.com/posts/27708

Get a visual overview of your research topic with #ScopusAI! By analyzing keywords in #researchabstracts, Scopus AI creates a #Conceptmap for each query. This gives you a bird's-eye view of your research topic and its connections to other areas - even beyond your field.

Our system is designed to track how each child is learning. The #conceptmap helps to pin point where the child needs support. That is the power of technology and thoughtful design! #avetilearning

Klik voor die blogversie op de conceptmap. De blog heeft links die allemaal aanklikbaar zijn. Bovenaan de blog is de samenvattende concept-map te vinden. Ik geef hem hier ook maar even: