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Data Integrity & Traceability

A new analysis found AI-generated fake references are appearing with increasing frequency in biomedical research papers, raising concerns about scientific integrity and prompting calls for stronger citation verification processes.
|2 min read

AI-Generated Fake References Increasing Across Biomedical Literature, Study Finds

Study finds AI-generated fake citations are becoming increasingly common in biomedical research papers, raising new integrity concerns
byJanette Wider
Regulators are shifting from validating the final output of AI “black boxes” to assessing the transparency and scientific validity of their underlying biological assumptions.
|2 min read

The Bayesian Breakthrough: Transparent AI in Clinical Trials

Validation procedures that would adequately de-risk an assay don’t work when applied to a diagnostic AI system.
|3 min read

AI Is Entering the Lab. Are Lab Managers Ready?

The integration reflects a broader industry trend toward embedding AI tools into laboratory informatics platforms.
|3 min read

Sapio Sciences Integrates Claude AI, Aiming to Simplify Lab Data Access

Integration of Anthropic’s Claude AI assistant with Sapio Elain aims to unify data retrieval, analysis, and workflow automation across ELN and LIMS from a single conversational interface
byToday's Clinical Lab
The program dives deep into best practices related to data science, ranging from healthcare data security to mitigation of lab data problems.
|2 min read

ADLM Launches First-of-Its-Kind Data Science Educational Program for Laboratory Medicine Professionals

The first-of-its-kind data science program helps lab professionals and pathologists apply analytics and AI to improve laboratory operations and results
byAssociation for Diagnostics and Laboratory Medicine
As 2026 approaches, clinical labs and biopharma are entering a period of rapid innovation.
|5+ min read

7 Emerging Trends Shaping Clinical Labs in 2026

Expert perspectives on how AI, data governance, genomics, patient-centric care, and other emerging trends are shaping the future of clinical labs
byToday's Clinical Lab
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Updated |5+ min read

Optimize Your Clinical Lab with Streamlined Molecular Workflows

Explore a hypothetical scenario demonstrating how integrated workflows have the potential to help enhance efficiency, accuracy, and patient care
byToday's Clinical Lab andThermo Fisher Scientific
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f every instrument, workflow, and dataset in your lab is an individual musician, you need a conductor to bring them together in harmony.
|2 min read

Smarter Clinical Labs: Using Business Intelligence to Drive Quality, Speed, and Compliance

Delivering accurate, reliable, and timely results depends on more than just the data you collect
byDan Petkanas
The number of new cancer cases worldwide are predicted to rise 61 percent over the next 25 years to 30.5 million in 2050.
|5 min read

Cancer Deaths Expected to Rise to over 18 Million in 2050—an Increase of Nearly 75 percent from 2024

Over 40 percent of cancer deaths globally are linked to 44 modifiable risk factors, presenting an opportunity for prevention
byThe Lancet
The introduction of electronic data capture (EDC) has streamlined workflows while giving sponsors cleaner data and reducing reconciliation challenges.
|4 min read

The Real-World Points of Value for Site-To-Lab Data Digitalization

While most clinical trial processes have gone digital, site-to-lab data capture still lags behind. Here’s why that matters and what’s changing
byKelli Aufderheide andGavin Hershaw
This year’s report closes with a strong, timely call to action that urges policymakers to stand up in support of NIH.
|5+ min read

Lifesaving Cancer Advances Linked to Federal Funding, According to Latest AACR Report

The FDA approved 20 new cancer drugs during the 12 months covered by the report, but turmoil at NIH threatens continued progress
byAmerican Association for Cancer Research
One particularly valuable source of this information for pharma, medical technology, and regulatory professionals conducting literature reviews is clinical trials data.
|3 min read

Unlocking Clinical Trial Data: Driving Smarter Decisions in Safety, Compliance, and Trial Design

Learn how structured, centralized clinical data is accelerating evidence-based decisions
byMirit Eldor, LLB, MBA
Illustration of a lab professional tracing a path in a data maze with their finger.
|2 min read

Fixing the Data Disconnect in Clinical Laboratories

Is your clinical lab still relying on manual processes or disconnected systems? A LIMS designed for diagnostics can reduce manual errors and improve efficiency
byAndrew Wyatt
Data from studies conducted in more than 200 countries supports greater access to research and facilitates systematic reviews, clinical trial design, medical device approvals, and improved drug safety
|2 min read

Elsevier Adds Half a Million Records from ClinicalTrials.gov to Embase Biomedical Database

Data from studies conducted in more than 200 countries supports greater access to research and facilitates systematic reviews, clinical trial design, medical device approvals, and improved drug safety
byElsevier
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|1 min read

Optimize Clinical Lab Workflows for Faster, More Reliable Results

How centralized informatics solutions can eliminate data silos, improve traceability, facilitate compliance, and reduce turnaround time
bySapio Sciences
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The Path to Absolute Quantification in Gene Expression

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