#fhir — Public Fediverse posts
Live and recent posts from across the Fediverse tagged #fhir, aggregated by home.social.
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CareFabric: A Blueprint for Healthcare Interoperability
The CareFabric model proposes a new approach to healthcare interoperability, emphasizing clinical coordination rather than simply integrating existing systems. It aims to address the fragmentation in healthcare information by creating a federated clinical exchange where government plays a role as a trust tracker rather than a central data holder. This model preserves organizational autonomy while enabling selective data exchange and robust governance. The architecture incorporates a national control plane and a federated data plane, ensuring secure real-time communication. CareFabric emphasizes the importance of patient identity, metadata management, and AI governance to enhance operational efficacy while keeping financial processes out of scope.https://roofman.me/2026/04/18/carefabric-a-blueprint-for-healthcare-interoperability/
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CareFabric: A Blueprint for Healthcare Interoperability
The CareFabric model proposes a new approach to healthcare interoperability, emphasizing clinical coordination rather than simply integrating existing systems. It aims to address the fragmentation in healthcare information by creating a federated clinical exchange where government plays a role as a trust tracker rather than a central data holder. This model preserves organizational autonomy while enabling selective data exchange and robust governance. The architecture incorporates a national control plane and a federated data plane, ensuring secure real-time communication. CareFabric emphasizes the importance of patient identity, metadata management, and AI governance to enhance operational efficacy while keeping financial processes out of scope.https://roofman.me/2026/04/18/carefabric-a-blueprint-for-healthcare-interoperability/
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CareFabric: A Blueprint for Healthcare Interoperability
The CareFabric model proposes a new approach to healthcare interoperability, emphasizing clinical coordination rather than simply integrating existing systems. It aims to address the fragmentation in healthcare information by creating a federated clinical exchange where government plays a role as a trust tracker rather than a central data holder. This model preserves organizational autonomy while enabling selective data exchange and robust governance. The architecture incorporates a national control plane and a federated data plane, ensuring secure real-time communication. CareFabric emphasizes the importance of patient identity, metadata management, and AI governance to enhance operational efficacy while keeping financial processes out of scope.https://roofman.me/2026/04/18/carefabric-a-blueprint-for-healthcare-interoperability/
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CareFabric: A Blueprint for Healthcare Interoperability
The CareFabric model proposes a new approach to healthcare interoperability, emphasizing clinical coordination rather than simply integrating existing systems. It aims to address the fragmentation in healthcare information by creating a federated clinical exchange where government plays a role as a trust tracker rather than a central data holder. This model preserves organizational autonomy while enabling selective data exchange and robust governance. The architecture incorporates a national control plane and a federated data plane, ensuring secure real-time communication. CareFabric emphasizes the importance of patient identity, metadata management, and AI governance to enhance operational efficacy while keeping financial processes out of scope.https://roofman.me/2026/04/18/carefabric-a-blueprint-for-healthcare-interoperability/
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CareFabric: A Blueprint for Healthcare Interoperability
The CareFabric model proposes a new approach to healthcare interoperability, emphasizing clinical coordination rather than simply integrating existing systems. It aims to address the fragmentation in healthcare information by creating a federated clinical exchange where government plays a role as a trust tracker rather than a central data holder. This model preserves organizational autonomy while enabling selective data exchange and robust governance. The architecture incorporates a national control plane and a federated data plane, ensuring secure real-time communication. CareFabric emphasizes the importance of patient identity, metadata management, and AI governance to enhance operational efficacy while keeping financial processes out of scope.https://roofman.me/2026/04/18/carefabric-a-blueprint-for-healthcare-interoperability/
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HIN just published a podcast about our collaboration and how we're transforming Swiss healthcare together.
Pragmatic, from the ground up, driven by the actual pain points and requirements, as unique partners of Swiss healthcare professionals:
https://vereign.com/from-mail-to-data-space/
#DKMS #KERI #Healthcare #Switzerland #FHIR #Mail #SSI #OpenSource #FreeSoftware
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HIN just published a podcast about our collaboration and how we're transforming Swiss healthcare together.
Pragmatic, from the ground up, driven by the actual pain points and requirements, as unique partners of Swiss healthcare professionals:
https://vereign.com/from-mail-to-data-space/
#DKMS #KERI #Healthcare #Switzerland #FHIR #Mail #SSI #OpenSource #FreeSoftware
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HIN just published a podcast about our collaboration and how we're transforming Swiss healthcare together.
Pragmatic, from the ground up, driven by the actual pain points and requirements, as unique partners of Swiss healthcare professionals:
https://vereign.com/from-mail-to-data-space/
#DKMS #KERI #Healthcare #Switzerland #FHIR #Mail #SSI #OpenSource #FreeSoftware
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HIN just published a podcast about our collaboration and how we're transforming Swiss healthcare together.
Pragmatic, from the ground up, driven by the actual pain points and requirements, as unique partners of Swiss healthcare professionals:
https://vereign.com/from-mail-to-data-space/
#DKMS #KERI #Healthcare #Switzerland #FHIR #Mail #SSI #OpenSource #FreeSoftware
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HIN just published a podcast about our collaboration and how we're transforming Swiss healthcare together.
Pragmatic, from the ground up, driven by the actual pain points and requirements, as unique partners of Swiss healthcare professionals:
https://vereign.com/from-mail-to-data-space/
#DKMS #KERI #Healthcare #Switzerland #FHIR #Mail #SSI #OpenSource #FreeSoftware
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Как устроена транскрипция в Jitsi Meet: Jigasi, SIP и путь до EMR
Когда мы проектировали пайплайн автоматического заполнения EMR по итогам видеоконсультаций, исходная гипотеза была простой: Jitsi Meet — open source, документация есть, значит, подключить бота и получить транскрипт — задача на пару дней. На практике именно этот слой занял непропорционально много времени относительно своей "очевидности". В этой статье разберу, как устроена транскрипция в Jitsi Meet под капотом, почему это не "просто включить кнопку", с какими конфигурационными нюансами пришлось столкнуться и как в итоге был выстроен пайплайн от видеозвонка до структурированного текста.
https://habr.com/ru/articles/1021992/
#jitsi_meet #jigasi #sip #xmpp #vosk #transcription #emr #fhir #llm #spring_boot
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Как устроена транскрипция в Jitsi Meet: Jigasi, SIP и путь до EMR
Когда мы проектировали пайплайн автоматического заполнения EMR по итогам видеоконсультаций, исходная гипотеза была простой: Jitsi Meet — open source, документация есть, значит, подключить бота и получить транскрипт — задача на пару дней. На практике именно этот слой занял непропорционально много времени относительно своей "очевидности". В этой статье разберу, как устроена транскрипция в Jitsi Meet под капотом, почему это не "просто включить кнопку", с какими конфигурационными нюансами пришлось столкнуться и как в итоге был выстроен пайплайн от видеозвонка до структурированного текста.
https://habr.com/ru/articles/1021992/
#jitsi_meet #jigasi #sip #xmpp #vosk #transcription #emr #fhir #llm #spring_boot
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Как устроена транскрипция в Jitsi Meet: Jigasi, SIP и путь до EMR
Когда мы проектировали пайплайн автоматического заполнения EMR по итогам видеоконсультаций, исходная гипотеза была простой: Jitsi Meet — open source, документация есть, значит, подключить бота и получить транскрипт — задача на пару дней. На практике именно этот слой занял непропорционально много времени относительно своей "очевидности". В этой статье разберу, как устроена транскрипция в Jitsi Meet под капотом, почему это не "просто включить кнопку", с какими конфигурационными нюансами пришлось столкнуться и как в итоге был выстроен пайплайн от видеозвонка до структурированного текста.
https://habr.com/ru/articles/1021992/
#jitsi_meet #jigasi #sip #xmpp #vosk #transcription #emr #fhir #llm #spring_boot
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Как устроена транскрипция в Jitsi Meet: Jigasi, SIP и путь до EMR
Когда мы проектировали пайплайн автоматического заполнения EMR по итогам видеоконсультаций, исходная гипотеза была простой: Jitsi Meet — open source, документация есть, значит, подключить бота и получить транскрипт — задача на пару дней. На практике именно этот слой занял непропорционально много времени относительно своей "очевидности". В этой статье разберу, как устроена транскрипция в Jitsi Meet под капотом, почему это не "просто включить кнопку", с какими конфигурационными нюансами пришлось столкнуться и как в итоге был выстроен пайплайн от видеозвонка до структурированного текста.
https://habr.com/ru/articles/1021992/
#jitsi_meet #jigasi #sip #xmpp #vosk #transcription #emr #fhir #llm #spring_boot
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Indie na drodze do AI – Google i DeepMind przyspieszają naukę i edukację
Czy da się skrócić lata badań do tygodni – i zrobić to na skalę kraju? Indie właśnie próbują, a do gry wchodzą najmocniejsze narzędzia AI od Google i DeepMind.
Czytaj dalej:
https://pressmind.org/indie-na-drodze-do-ai-google-i-deepmind-przyspieszaja-nauke-i-edukacje/ -
I hate how #FHIR is mis-used, especially the part where it enables so much new attack vectors.
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I hate how #FHIR is mis-used, especially the part where it enables so much new attack vectors.
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I hate how #FHIR is mis-used, especially the part where it enables so much new attack vectors.
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I hate how #FHIR is mis-used, especially the part where it enables so much new attack vectors.
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There are mature standards to fix this: HL7 FHIR, SMART on FHIR, and the Bulk Data spec.
Most Canadian hospitals use EHR vendors that already provide these APIs in the US. American patients have a legally enforceable right to structured, machine-readable health data. Why are Canadians still lucky to get a static PDF?
3/4 -
There are mature standards to fix this: HL7 FHIR, SMART on FHIR, and the Bulk Data spec.
Most Canadian hospitals use EHR vendors that already provide these APIs in the US. American patients have a legally enforceable right to structured, machine-readable health data. Why are Canadians still lucky to get a static PDF?
3/4 -
There are mature standards to fix this: HL7 FHIR, SMART on FHIR, and the Bulk Data spec.
Most Canadian hospitals use EHR vendors that already provide these APIs in the US. American patients have a legally enforceable right to structured, machine-readable health data. Why are Canadians still lucky to get a static PDF?
3/4 -
There are mature standards to fix this: HL7 FHIR, SMART on FHIR, and the Bulk Data spec.
Most Canadian hospitals use EHR vendors that already provide these APIs in the US. American patients have a legally enforceable right to structured, machine-readable health data. Why are Canadians still lucky to get a static PDF?
3/4 -
Reflecting on my last post: where you store your health data should be a choice, like picking a server on the #Fediverse.
We don't need more national databases or HIEs to act as "landing zones" for unorganized data. HIEs often fail because they are just dumb pipes moving unstandardized noise.
What we need is a shared vocabulary (#OMOP/ #FHIR).When we have that, the location of our data can be a choice, and we can let the protocol handle the rest. #HealthIT #Interoperability
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Why is it easier to follow a stranger on the #Fediverse when they move servers than to move your own labs between hospitals?
Proprietary EHRs are walled gardens. We don't "own" our data if we have to pay a fee to access it or fill out a dozen forms to transfer a record.
What if our phones were the source of our health record? Hospitals were contributors, not owners. Open protocols (#FHIR) over proprietary platforms could eliminate redundant tests, procedures, and screening forms.
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Why is it easier to follow a stranger on the #Fediverse when they move servers than to move your own labs between hospitals?
Proprietary EHRs are walled gardens. We don't "own" our data if we have to pay a fee to access it or fill out a dozen forms to transfer a record.
What if our phones were the source of our health record? Hospitals were contributors, not owners. Open protocols (#FHIR) over proprietary platforms could eliminate redundant tests, procedures, and screening forms.
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Why is it easier to follow a stranger on the #Fediverse when they move servers than to move your own labs between hospitals?
Proprietary EHRs are walled gardens. We don't "own" our data if we have to pay a fee to access it or fill out a dozen forms to transfer a record.
What if our phones were the source of our health record? Hospitals were contributors, not owners. Open protocols (#FHIR) over proprietary platforms could eliminate redundant tests, procedures, and screening forms.
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Why is it easier to follow a stranger on the #Fediverse when they move servers than to move your own labs between hospitals?
Proprietary EHRs are walled gardens. We don't "own" our data if we have to pay a fee to access it or fill out a dozen forms to transfer a record.
What if our phones were the source of our health record? Hospitals were contributors, not owners. Open protocols (#FHIR) over proprietary platforms could eliminate redundant tests, procedures, and screening forms.
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Why is it easier to follow a stranger on the #Fediverse when they move servers than to move your own labs between hospitals?
Proprietary EHRs are walled gardens. We don't "own" our data if we have to pay a fee to access it or fill out a dozen forms to transfer a record.
What if our phones were the source of our health record? Hospitals were contributors, not owners. Open protocols (#FHIR) over proprietary platforms could eliminate redundant tests, procedures, and screening forms.
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🚨 One week to go! Join our webinar: “Implementing the FHIR Community Process (FCP) with Simplifier.” 100+ registered already—clearly there’s demand for practical FCP guidance.
If you create, validate, or govern FHIR IGs, don’t miss it.
https://fire.ly/webinar-implementing-the-fhir-community-process-with-simplifier/
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🚨 One week to go! Join our webinar: “Implementing the FHIR Community Process (FCP) with Simplifier.” 100+ registered already—clearly there’s demand for practical FCP guidance.
If you create, validate, or govern FHIR IGs, don’t miss it.
https://fire.ly/webinar-implementing-the-fhir-community-process-with-simplifier/
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🚨 One week to go! Join our webinar: “Implementing the FHIR Community Process (FCP) with Simplifier.” 100+ registered already—clearly there’s demand for practical FCP guidance.
If you create, validate, or govern FHIR IGs, don’t miss it.
https://fire.ly/webinar-implementing-the-fhir-community-process-with-simplifier/
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🚨 One week to go! Join our webinar: “Implementing the FHIR Community Process (FCP) with Simplifier.” 100+ registered already—clearly there’s demand for practical FCP guidance.
If you create, validate, or govern FHIR IGs, don’t miss it.
https://fire.ly/webinar-implementing-the-fhir-community-process-with-simplifier/
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Семантическая декомпозиция медицинских текстов: автоматизированное извлечение клинических находок и биомаркеров
Уже скоро год, как запущена AI-платформа для хранения и аналитики персональных медицинских данных Lissa Health . Недавно в ней появился отчет «Профиль здоровья», который учитывает любую информацию, которую пользователь предоставил о себе. Чтобы его реализовать, нам пришлось полностью переработать идеологию движка системы. Мы совершили качественный переход от документо-центрической к фактор-центрической модели данных, где атомом информации о здоровье человека является медицинский факт с уникальным кодом и контекстом. Ниже - техническое описание новой структуры.
https://habr.com/ru/articles/984598/
#лабораторные_тесты #анализы #медицина #ai #dataset #LOINC #SNOMED #FHIR #ehr #цифровой_двойник
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Семантическая декомпозиция медицинских текстов: автоматизированное извлечение клинических находок и биомаркеров
Уже скоро год, как запущена AI-платформа для хранения и аналитики персональных медицинских данных Lissa Health . Недавно в ней появился отчет «Профиль здоровья», который учитывает любую информацию, которую пользователь предоставил о себе. Чтобы его реализовать, нам пришлось полностью переработать идеологию движка системы. Мы совершили качественный переход от документо-центрической к фактор-центрической модели данных, где атомом информации о здоровье человека является медицинский факт с уникальным кодом и контекстом. Ниже - техническое описание новой структуры.
https://habr.com/ru/articles/984598/
#лабораторные_тесты #анализы #медицина #ai #dataset #LOINC #SNOMED #FHIR #ehr #цифровой_двойник
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Семантическая декомпозиция медицинских текстов: автоматизированное извлечение клинических находок и биомаркеров
Уже скоро год, как запущена AI-платформа для хранения и аналитики персональных медицинских данных Lissa Health . Недавно в ней появился отчет «Профиль здоровья», который учитывает любую информацию, которую пользователь предоставил о себе. Чтобы его реализовать, нам пришлось полностью переработать идеологию движка системы. Мы совершили качественный переход от документо-центрической к фактор-центрической модели данных, где атомом информации о здоровье человека является медицинский факт с уникальным кодом и контекстом. Ниже - техническое описание новой структуры.
https://habr.com/ru/articles/984598/
#лабораторные_тесты #анализы #медицина #ai #dataset #LOINC #SNOMED #FHIR #ehr #цифровой_двойник
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Семантическая декомпозиция медицинских текстов: автоматизированное извлечение клинических находок и биомаркеров
Уже скоро год, как запущена AI-платформа для хранения и аналитики персональных медицинских данных Lissa Health . Недавно в ней появился отчет «Профиль здоровья», который учитывает любую информацию, которую пользователь предоставил о себе. Чтобы его реализовать, нам пришлось полностью переработать идеологию движка системы. Мы совершили качественный переход от документо-центрической к фактор-центрической модели данных, где атомом информации о здоровье человека является медицинский факт с уникальным кодом и контекстом. Ниже - техническое описание новой структуры.
https://habr.com/ru/articles/984598/
#лабораторные_тесты #анализы #медицина #ai #dataset #LOINC #SNOMED #FHIR #ehr #цифровой_двойник
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At the HL7 Europe Working Group Meeting in Cologne this week. 🇪🇺 Here Giorgio explains how HL7 Europe is the third approved #FHIR Community Process participant.
💡 Want to learn more about the #FCP? See my recent article on it here 👉
https://www.linkedin.com/pulse/why-fcp-compliance-matters-how-simplifier-helps-you-get-ward-weistra-jnlye -
At the HL7 Europe Working Group Meeting in Cologne this week. 🇪🇺 Here Giorgio explains how HL7 Europe is the third approved #FHIR Community Process participant.
💡 Want to learn more about the #FCP? See my recent article on it here 👉
https://www.linkedin.com/pulse/why-fcp-compliance-matters-how-simplifier-helps-you-get-ward-weistra-jnlye -
At the HL7 Europe Working Group Meeting in Cologne this week. 🇪🇺 Here Giorgio explains how HL7 Europe is the third approved #FHIR Community Process participant.
💡 Want to learn more about the #FCP? See my recent article on it here 👉
https://www.linkedin.com/pulse/why-fcp-compliance-matters-how-simplifier-helps-you-get-ward-weistra-jnlye -
At the HL7 Europe Working Group Meeting in Cologne this week. 🇪🇺 Here Giorgio explains how HL7 Europe is the third approved #FHIR Community Process participant.
💡 Want to learn more about the #FCP? See my recent article on it here 👉
https://www.linkedin.com/pulse/why-fcp-compliance-matters-how-simplifier-helps-you-get-ward-weistra-jnlye -
Friends, I'm looking for contracts in HealthCare IT (20+ yrs in this domain, 40+ yrs in IT). Done two #FOSS clinical data repository. Now on federated clinical data analytics. Expert in #openEHR, #FHIR, #SNOMED-CT, PACS, MPI, #Kotlin, #Java, #python, DB: #SQL (#PostgreSQL!), #jOOQ, #distributedSQL, #KnowledgeGraph, APIs, #docker, #linux, #Unix... Very keen on medical projects benefiting rural and/or developing communities. Also looking for tutoring, compliance, security and SOPs. TIA!
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Friends, I'm looking for contracts in HealthCare IT (20+ yrs in this domain, 40+ yrs in IT). Done two #FOSS clinical data repository. Now on federated clinical data analytics. Expert in #openEHR, #FHIR, #SNOMED-CT, PACS, MPI, #Kotlin, #Java, #python, DB: #SQL (#PostgreSQL!), #jOOQ, #distributedSQL, #KnowledgeGraph, APIs, #docker, #linux, #Unix... Very keen on medical projects benefiting rural and/or developing communities. Also looking for tutoring, compliance, security and SOPs. TIA!
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Friends, I'm looking for contracts in HealthCare IT (20+ yrs in this domain, 40+ yrs in IT). Done two #FOSS clinical data repository. Now on federated clinical data analytics. Expert in #openEHR, #FHIR, #SNOMED-CT, PACS, MPI, #Kotlin, #Java, #python, DB: #SQL (#PostgreSQL!), #jOOQ, #distributedSQL, #KnowledgeGraph, APIs, #docker, #linux, #Unix... Very keen on medical projects benefiting rural and/or developing communities. Also looking for tutoring, compliance, security and SOPs. TIA!
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Friends, I'm looking for contracts in HealthCare IT (20+ yrs in this domain, 40+ yrs in IT). Done two #FOSS clinical data repository. Now on federated clinical data analytics. Expert in #openEHR, #FHIR, #SNOMED-CT, PACS, MPI, #Kotlin, #Java, #python, DB: #SQL (#PostgreSQL!), #jOOQ, #distributedSQL, #KnowledgeGraph, APIs, #docker, #linux, #Unix... Very keen on medical projects benefiting rural and/or developing communities. Also looking for tutoring, compliance, security and SOPs. TIA!
