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Data Management

AI applications in pathology increasingly depend on foundation models and deep learning systems capable of extracting diagnostic signals from whole-slide images.
Updated |2 min read

Open-Source Platforms Gain Momentum in Digital Pathology Infrastructure

New initiative highlights growing role of open-source software in standardizing whole-slide imaging, AI integration, and computational workflows across digital pathology
byToday's Clinical Lab
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

SCIEX will announce additional collaborations at ASMS 2026, further expanding its integrated software environment.
|2 min read

SCIEX Software Solutions Advance Workflow Efficiency with Six Industry Collaborations

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
Sponsored by
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 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
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
Illustration of digital data blocks stacked together in a network to represent artificial intelligence and data analysis.
|3 min read

AI-Driven Trial Accelerator Platform Hits New Milestone with Data from 132 Million Patients

Latest version of Trial Accelerator™ incorporates new AI capabilities and product features to unlock a patient-centric approach to trial design and implementation
byPhesi
iStock
|1 min read

Stay Competitive in a Fast-Paced Environment by Addressing Key Operational Barriers

Implementing solutions to improve turnaround time, sample traceability, fragmented data, and regulatory issues can help labs better meet industry standards
bySapio Sciences
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Bridging Vision and Execution: A Candid Conversation on the Future of the Laboratory

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A clinician holds a AI chip surrounded by digital healthcare icons, representing the use of artificial intelligence in clinical diagnostics

Ensuring Compliance: How to Get AI Diagnostic Tools Approved for Clinical Practice

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Cutting-Edge Gastrointestinal Pathogen Testing Technologies for Labs

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The Path to Absolute Quantification in Gene Expression

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