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Guides & news on
federated health data

How governments, pharma, health systems, and biobanks run Sovereign AI on data that never leaves the source.

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Lifebit, delivery partner for the Department of Health – Abu Dhabi Trusted Research Environment

Announcements·Oct 29, 2026·2 min read

DoH Abu Dhabi Launches Trusted Research Environment to Support Genomic and Health Research

The Department of Health – Abu Dhabi has launched its Trusted Research Environment, with Lifebit as a delivery partner alongside M42 and Microsoft.

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Four Guides to Federated Health Research

The ideas behind every Lifebit deployment, explained in plain English.

Explore the platform
01 Federated Trusted Research Environment

What Is a Trusted Research Environment (TRE)? 2026 Guide

A secure platform where approved researchers analyze sensitive health data without it leaving the source.

9 min read Read the guide
 02 Sovereign AI

What Is Sovereign AI in Healthcare? 2026 Guide

AI whose data, compute, and models stay under the control of the data custodian: a nation, ministry, biobank, or hospital.

8 min read Read the guide
 03 Data Harmonization

What Is Data Harmonization? Definitive 2026 Guide

Aligning different schemas, vocabularies, units, and code systems to one Common Data Model so data can be analyzed together.

8 min read Read the guide
 04 Federation

What Is Federation in Healthcare Data? (2026 Guide)

Compute moves to the data, instead of data moving to compute.

8 min read Read the guide

All Articles

853 articles, newest first

All853Trusted Research Environment70Technology458Industry217Announcements70Opinion26

Technology Nov 9, 2026

FHIR in Pharma Regulatory Affairs: What Teams Need to Know

FHIR (Fast Healthcare Interoperability Resources) is moving into pharma regulatory affairs because regulators and industry need structured…

7 min read
Technology Nov 8, 2026

Genomic Real-World Data: Linking DNA to Clinical Outcomes

Genomic real-world data is genetic information, such as whole genome sequences, exome data or panel test results, that is linked to clinical data…

7 min read
Industry Nov 7, 2026

Biobank Specimen Request Workflow: Steps and Data Fields

A biobank specimen request workflow is the defined sequence a researcher follows to obtain samples or linked data from a biobank: application…

7 min read
Industry Nov 6, 2026

Biobank Chain of Custody: Data Fields for Specimen Tracking

Biobank chain of custody is the unbroken, time-stamped record of who held a specimen, where it was, what condition it was in and what was done to it…

7 min read
Trusted Research Environment Nov 5, 2026

Biobank Information Management System vs TRE: How They Fit

A biobank information management system (BIMS) is the operational software that tracks every specimen from collection to storage to distribution…

7 min read
Industry Nov 4, 2026

Biobank Consent Management: Keeping Consent With the Data

Biobank consent management is the set of records, rules and systems that link each participant's consent to every sample and dataset derived from…

7 min read
Technology Nov 3, 2026

OMOP Vocabulary Mapping: Local Codes to Standard Concepts

OMOP vocabulary mapping is the process of linking every code in a source dataset, whether a standard terminology like ICD-10 or a hospital's own…

7 min read
Technology Nov 2, 2026

FHIR to OMOP: How to Convert Clinical Data for Research

FHIR to OMOP conversion takes clinical data exchanged in HL7 FHIR resources and transforms it into the tables and standard vocabularies of the OMOP…

7 min read
Industry Nov 1, 2026

Biobank Data Integrity: A Practical Guide for Data Teams

Biobank data integrity means every sample record, consent status, derived dataset and analysis result stays complete, accurate, consistent and…

7 min read
Oct 31, 2026

What Is AI Scientist Studio? AI Agents Inside Your TRE

AI Scientist Studio is Lifebit's environment for building and running AI research agents inside a data custodian's own governed Trusted Research…

9 min read
Oct 30, 2026

TRE Data Retention and Deletion Policy: A Practical Guide

A data retention and deletion policy for a Trusted Research Environment (TRE) defines how long each category of data and artifact is kept inside the…

8 min read
Oct 29, 2026

Genomic Variant Harmonization: VCF Normalization & Liftover

Harmonizing genomic variant data means making variant calls from different sources directly comparable, which comes down to two steps: normalizing…

8 min read