The hottest Data Exchange Substack posts right now

And their main takeaways
Category
Top Health & Wellness Topics

Super Integration Fighter III

Health API Guy • 530 implied HN points • 10 Apr 23
🕹 Technology APIs Integration Data Exchange
  1. Integration with healthcare organizations can be achieved through three primary paths: direct-to-database, robotic process automation (screen-scraping), and sanctioned interfaces.
  2. Direct-to-database integration offers high potential but comes with challenges like varying schemas, brittle connections, and strict security protocols.
  3. Robotic process automation (screen-scraping) provides automation of repetitive tasks, easier access to data shown on user interfaces, and less complex security challenges compared to direct-to-database integration.

FHIR Resources for Chill Days

healthviva • 19 implied HN points • 31 Jan 24
🏥 Health & Wellness Healthtech Data Exchange Patient Care Challenges
  1. FHIR is a web-based standard for exchanging healthcare data, offering opportunities for developers in the HealthTech industry.
  2. FHIR revolutionizes healthcare data exchange by utilizing patient-generated health data (PGHD) from wearable devices and trackers.
  3. FHIR benefits include interoperability, flexibility, security, ease of development, and cost savings, but challenges exist like transitioning from HL7, choosing the right standard, and ensuring privacy and security.

Digital Innovation on Payor side platforms using API's, AI and beyond

healthviva • 19 implied HN points • 06 Jul 23
🏥 Health & Wellness Digital innovation APIs AI Data Exchange
  1. Digital transformation in healthcare is being driven by evolving patient expectations, interoperability challenges, and a shift towards value-based care.
  2. API-led innovation empowers patients to access health data, helps providers improve care through data sharing, and assists payors in streamlining operations.
  3. Challenges in digital healthcare transformation include API security, scalability, maintenance, and regulatory compliance, highlighting the need for a comprehensive approach.

Confidential Computing; DataOps and MLOps

Gradient Flow • 99 implied HN points • 23 Nov 21
🕹 Technology DataOps MLOps Data Exchange Podcasts
  1. Confidential Computing involves protecting data in all states: at rest, in use, and in transit.
  2. Confidential Computing tools focus on safeguarding data while being used, a difficult task due to the need for data to be unencrypted for computation.
  3. DataOps and MLOps are important for modern data governance and management, emphasizing the need for strong metadata platforms and strategies to avoid MLOps mistakes.

Gradient Flow #36: Model Monitoring, Hydrofoils, Data Portability

Gradient Flow • 19 implied HN points • 03 Jun 21
🕹 Technology Data Exchange Funding Updates Knowledge Graphs
  1. Model monitoring is crucial for robust machine learning applications to ensure they perform as expected over time
  2. Delta Live Tables simplifies the ETL lifecycle by allowing data engineers to build pipelines using SQL queries
  3. Greykite, an open source library for time series forecasting, offers speed and flexibility but requires investment to learn for production use
Get a weekly roundup of the best Substack posts, by hacker news affinity: