KoHealth Labs Blog
Articles on lab testing, biomarkers, PCR diagnostics and clinical research from the KoHealth Labs team.
Imaging vs Blood Biomarkers: Two Thresholds Shape Clinical Triage
Compare blood and imaging biomarkers, assess performance and gray zones, and build a staged clinical workflow with lab capabilities for implementation.
Imaging Charters for Trials: Turn FDA Guidance Into Site Checks
Learn how sponsors turn FDA imaging guidance into charter requirements for site certification, MPE oversight, DICOM to EDC workflows, and central lab support.
Reference Range Harmonization: 4 Checks Before Labs Share an Interval
Learn when reference range harmonization fits, what laboratories should check first, and how standards and multicenter evidence shape verification plans.
DICOM SR for Trials: 5 Checks for Traceable SDTM Mapping
Configure DICOM SR templates for trials with five practical checks, TID 1500 measurement reports, and CDISC SDTM mapping to keep findings traceable.
CDASH Mapping: Get LBLOINC Right for SDTM Lab Submissions
Prepare lab data for SDTM submission with documented mappings, traceable ETL rules, LOINC coding, validation checks, and a practical lab partner workflow.
Radiology Data QC for Research Teams: From MRIQC to Audit Scripts
Turn radiology data QC protocols into scripts for research teams, with provenance checks, DICOM audits, image review, annotation QA, and release gates.
U.S. Labs Must Secure HIPAA Lab Data and Respond Within 30 Days
Learn how U.S. labs protect HIPAA lab data, meet patient access deadlines, coordinate research rules, and secure results with practical workflows.
Lab Data Harmonization: 3 First Steps for Labs and Research Teams
Learn how labs align results across sites with LOINC, SNOMED-CT, and UCUM, check reference material commutability, and assign mapping ownership.
LOINC Mapping for Labs: Map High Volume Tests Before the Rest
Build a reliable LOINC mapping workflow for clinical labs. Validate source files, prioritize high volume tests, and use RELMA and LIVD to support integration.
When Lab Triggers Require 7 or 15 Day SAE Reports for Investigators
When does an abnormal lab value become an SAE? This protocol-ready guide gives the 7‑ and 15‑day reporting rules, validated thresholds, and a source-data...
HRT Clinic Lab Panels: Tests, Timing, and 3 to 6 Month Monitoring
Clinician guide to HRT lab testing: which tests to order (estradiol, testosterone, CBC, LFTs), draw timing, and guideline based workflows.
Launch Telehealth Lab Ordering in 4–8 Weeks for Procurement Teams
Procurement first checklist for telehealth teams: require CLIA, discrete FHIR/HL7 results, a BAA, specimen logistics, and a turnaround SLA to avoid...
Trial Coordinators: Three Mobile Phlebotomy Models and FDA Ready SOPs
Trial coordinator checklist for mobile phlebotomy: three contracting models, FDA/NCI SOPs, cold chain controls, credentialing, and lab integration.
Pass FDA Inspections: Audit Trail Compliance for U.S. Labs
U.S. labs: turn FDA and CGMP expectations into implementable risk based audit trail SOPs, checklists, and review workflows that are ready for inspection.
7 Steps to Turn Imaging and Genomics into Clinic Ready Models
Practical primer for translational teams: methods, datasets, and a seven step pipeline to build clinic ready imaging and genomics models.
Reduce Lab Turnaround Time Without New Analyzers: Operations First
An operations-first playbook for lab managers: quick-start checklist, Lean Kaizen steps, measurement, and evidence-based pilots that cut delays without...
Standards First ePRO Lab Data Integration for Clinicians and Sponsors
Standards first checklist for clinicians, practice managers, and research sponsors. Learn HL7 v2.5.1 and FHIR requirements, LOINC mapping, sandbox...
Get STAT Lab Results in 30 to 60 Minutes: Clinic Workflow for STAT Lab Orders
Clinic-ready playbook to ensure STAT lab orders reach the lab fast, hit 30 to 60 minute TAT, and avoid delays with EHR, pickup, labeling, and KoHealth...
Enrollment Ready: Protocol Focused Study Startup Lab Training for Sites
Protocol focused checklist to make clinical sites enrollment ready for ICH E6. Covers specimen preanalytics, LIS/EHR checks, and onboarding.
Validate Specimen Pooling Trials Using 20 Pool Tests for Clinical Labs
Test 20 positive and 20 negative pools, track Ct shift, configure LIS archiving, and set monitoring triggers to run specimen pooling trials in clinical labs.
CLIA Ready Lab Data Pipeline Design: Pilot 10 Orders for Clinics
Regulatory aligned, integration first checklist to validate a lab partner's pipeline. Pilot 10 orders and confirm HL7 and LOINC mapping, SLAs, delivery,...
Avoid Billing Surprises: 7 RFP Checks for U.S. Direct Pay Lab Testing
U.S. providers: checklist to vet direct pay lab partners' contracts, integration, specimen handling, and written billing responsibility.
Clinicians: Four Windows That Fix Safety Lab Monitoring
Clinician checklist to prevent drug toxicity: four monitoring windows, specimen handling, assay validation, EHR integration, and lab partner standards.
Cut Reconciliation 60 to 70%: ICH E6(R3) Lab EDC for Data Managers
Lab to EDC reconciliation tactics for data managers that meet ICH E6(R3), reduce reconciliation 60–70%, and cut query closure under 2 days.
Cut ELR Lag 2.7 Days: Standards Checklist for U.S. Labs
U.S. ELR primer pairing CDC/ONC/NIST standards with a practical onboarding checklist. Learn HL7 v2.5.1, LOINC/SNOMED mapping, testing steps, and common...
8 Steps to Analysis Ready Lab Data: Standards First for Trial Sponsors
Standards first checklist for sponsors to deliver submission ready lab and imaging data with FHIR, LOINC, UCUM, SDTM and ADaM.
Clinic Playbook: Functional Medicine Lab Panels, 3–6 Month Retests
Clinic ready roadmap for offering functional medicine lab panels. Pick high-yield tests, set collection and LIS/EHR workflows, arrange specimen pickup,...
Visibility First Lab Kit Management for Trial Sites & Sponsors
Visibility-first kit operations for site managers and sponsors: start with a short pilot or one-week audit, track core KPIs, add barcode scans and...
Map Your Visit Grid to Clinical Trial Lab Costs for Sponsors & CROs
Map your protocol visit grid to every lab line item, lock pass-throughs with contract clauses like dry-ice indexation and capped allowances, and cut...
IBSI's 169 Standards for Quantitative Imaging Biomarkers in Trials
Standards first playbook to make quantitative imaging biomarkers trial ready. Learn QIBA metrology, IBSI's 169 radiomic standards, measurement checklists,...
Clinic Fasting Protocols for Biomarkers: 8 to 12 Hour, Copy Ready Text
Clinic ready fasting protocols and copy ready patient text for biomarker testing. Covers 8 to 12 hour fasts, the 5 mmol/L triglyceride repeat rule, and...
RadLex and FHIR for Departments Using Structured Radiology Reports
Practical steps for departments adopting structured radiology reports, informed by a review of 63 studies, a 2026 RCT, and RadLex and FHIR mapping.
Standards First EMR Lab Integration: 7 Stages for Lab Managers
Standards first playbook for lab managers and IT: seven stages to map LOINC, set HL7/FHIR flows, validate interfaces, and keep connections up.
Five Pillars That Make Sample Stability Guidelines Audit-Ready
Protocol-ready playbook mapping ICH/FDA sample stability guidelines to SOP checklists, statistical workflows, and an integrated diagnostics example for...
Two HIPAA Paths: Regulation First Data De-Identification Methods for Researchers
Regulation first guide for researchers on HIPAA's two de-identification routes, NIST best practices, and practical steps to preserve analytic value in...
Cut Audit Prep Time: GCLP for Trial Lab Managers with Integrated Dx
Actionable, audit-focused steps to make your lab sponsor-ready under GCLP. Prioritize SOPs, LIMS, QA and use integrated diagnostics with AI to shorten...
Map Every Assay to Central or Local Labs With a Lab Strategy Memo
Map each assay to the right central or local lab, document it in a Lab Strategy Memo tied to your risk register and KRIs, and cut queries with integrated...
Turn ML Picks into Assays: Biomarker Panel Selection for Labs
Practical guide for labs and trial teams on biomarker panel selection. Link ML feature selection to assay feasibility and clinical validation.
How Labs Cut 60–70% of Reconciliation Work with Integrated Diagnostics
Lab guide to data reconciliation: workflows and audit ready checklists, plus how integrated diagnostics with AI assisted pre analytical QA cuts routine...
Cut Reconciliation Time: Electronic Lab Ordering for Sponsors, 5 KPIs
How sponsors and CROs use electronic lab ordering to deliver analysis ready lab and imaging data in one contract, with five RFP ready KPIs.
Lab Managers: Prove Reason for Change in Lab Data Audit Trails
Step-by-step actions for lab managers, QA, and CROs to make audit trails inspection ready: required fields, LIMS and instrument design, ATR rhythm,...
Capture Five Chain of Custody Fields That Make CROs Audit Ready
Audit focused chain of custody guidance for CROs and trial teams. Build a custody map, set SOPs and exception rules, and use integrated diagnostics and AI...
Labs & Trial Teams: Cut 60 to 70% of Errors With Preanalytical AI QA
How labs and trial teams control preanalytical variables: a checklist, multisite standards, and integrated diagnostics plus AI to stop bias and cut errors.
4 Platform Levers Lab Directors Need for Multi Site Lab Standardization
Platform first playbook for lab directors: four levers, unified SOPs, LOINC and HL7 standards, QMS governance, network KPIs, phased rollout.
Boost Usable Research Data Up to 573% in Weight Loss Clinic Labs
Procurement and ops guide for weight loss clinics and trials. Use one contract for labs, imaging, and AI to cut vendor overhead and deliver analysis ready...
Avoid Six Month CLIA Buildouts for U.S. Research Labs
Know when CLIA applies to U.S. research testing, how to classify patient-specific results, and whether to partner or build to avoid months of delay.
5 RFP Must-Haves for CROs: Remote Patient Monitoring Labs
Checklist for CROs and telehealth: five RFP must haves and SLAs to stop vendor handoffs, deliver submission ready lab and imaging data.
FDA Regulated Teams: Audit Trail Requirements Built From Day One
Regulatory primer for FDA regulated teams on audit trail requirements, Data Integrity by Design, retention rules, and AI assisted review.
Nine ALCOA+ Attributes Clinical Teams Need for Lab and Imaging Data
Clinical trial teams: apply ALCOA+ to lab and imaging data with concrete examples, inspection-proof controls, and how integrated diagnostics reduce...
Prevent Carrier Holds: UN1845 Rules for U.S. Dry Ice Shipping
Follow U.S. dry ice shipping requirements: UN1845, net weight in kilograms, vented packaging, carrier limits, and training. Lab-ready checklist included.
Integration Teams: HL7 vs FHIR, Tradeoffs and 3 Hybrid Patterns
Practical HL7 vs FHIR guide for integration teams: compare wire formats, auth, queryability, and use three hybrid patterns to migrate safely.
Single vs Multivendor Labs: Which Model Speeds Trials?
Discover why a single diagnostics provider often outperforms a multivendor approach in clinical trials, enhancing efficiency and accountability.
How to De-Identify DICOM Files Without Losing Research Value
Learn effective methods for DICOM de-identification that maintain research value while protecting patient privacy. Start optimizing today!
21 CFR Part 11 Compliance: What FDA-Regulated Teams Need
Ensure your FDA-regulated team achieves 21 CFR Part 11 compliance for electronic records and signatures, enhancing efficiency and trust.
Pharmaceutical Communications: Analysis-Ready Data Delivery
Discover how streamlined pharmaceutical communications enhance clinical trials by ensuring seamless data delivery and reducing operational costs.
Structured Data Bundles for Polyclinic Reporting: A Guide
Learn how structured data bundles enhance polyclinic reporting by simplifying multi-clinic data sharing. Streamline your processes today!
Clinical Research and Data Management: A Practitioner's Guide
Explore effective clinical research and data management practices to transform raw data into validated insights ready for regulatory submission.
What a Structured Diagnostic Data Regulatory Submission Requires
Ensure your structured diagnostic data regulatory submission is compliant with CDISC standards. Discover essential components for success.
What a Pharmaceutical Testing Lab Actually Does for You
Discover how a pharmaceutical testing lab ensures drug safety and efficacy. Learn key services and prepare to optimize your testing process.
When AI Healthcare Diagnostics Actually Help Patients
AI healthcare diagnostics enhance patient care when used as a second opinion. Learn how to implement them effectively.
Healthcare Diagnostics for Trials: Choose a Single-Contract Partner
Streamline your clinical trials with integrated healthcare diagnostics, ensuring AI-cleaned data and seamless collaboration under one contract.
Medical Laboratory: Careers, Functions, and Diagnostics
Explore careers in medical laboratories, their critical roles in diagnostics, and the impact on patient care and treatment decisions.
Government Laboratory Services for Sponsors: Procurement Guide
Explore efficient procurement strategies for government laboratory services to enhance your clinical research initiatives and ensure quality outcomes.
Biotech Laboratory Services: A Professional Guide
Explore essential biotech laboratory services for testing and analysis. Discover how they turn samples into validated, decision-ready data.
Specimen Cold Chain Management: A Complete Lab Guide
Ensure the viability of your specimens with effective cold chain management. Discover essential tips and protocols for successful handling.
Healthcare Technology: How Integrated Diagnostics Speeds Trials
Discover how innovative healthcare technology and integrated diagnostics are accelerating clinical trial processes for safer, faster results.
Hemolysis Sample Rejection: Practical Thresholds for Labs
Learn practical thresholds for hemolysis sample rejection to ensure accurate lab results, expedite patient care, and avoid unnecessary delays.
How to Build and Run an NGS Laboratory in the U.S.
Learn how to establish and operate an NGS laboratory in the U.S., ensuring high-quality data and efficient workflows for better patient outcomes.
Healthcare Data Integration for CROs and Pharma Sponsors
Streamline your clinical trials with effective healthcare data integration, ensuring faster submissions and reduced site queries for better outcomes.
Sample Labeling Standards: A U.S. Compliance Guide
Ensure compliance with U.S. sample labeling standards to avoid costly rejections. Learn essential requirements for accurate specimen management.
Preventive Health Testing for CROs: Program Playbook
Discover how a single integrated partner for preventive health testing streamlines data, improves compliance, and enhances accountability.
Molecular Diagnostics: What Clinicians and Researchers Need to Know
Discover how molecular diagnostics can revolutionize disease identification and treatment choices, ensuring timely and accurate patient care.
Laboratory API Integration: A Practical Guide for Labs
Unlock the benefits of Laboratory API integration with a standards-first approach. Streamline data mapping, validate orders, and enhance efficiency.
Precision Medicine for Patients: What You Need to Know
Discover how precision medicine tailors treatment based on your genetics and lifestyle, transforming healthcare for more effective outcomes.
Federal Diagnostic Services for Government Agencies and CROs
Discover how federal diagnostic services streamline lab testing, imaging, and data management for clinical trials. Optimize outcomes with one contract.
Drug Testing Services for CROs and Sponsors: Analysis-Ready Lab + Imaging
Explore integrated drug testing services for CROs and sponsors. Achieve faster enrollment with accredited labs, secure data, and seamless imaging.
Independent Physician Lab for CROs: Data-Ready Trials
Discover how an independent physician lab can streamline your CRO trials with fast, auditable data. Schedule a call with Kohealth Labs now!
Regulatory Compliant Laboratory for CROs: Evaluation Guide
Discover how to evaluate a regulatory compliant laboratory for U.S. clinical trials. Ensure standards and quality with our expert guide.
Hospital Laboratory Partner Guide for CROs & Pharma
Discover how to choose the right hospital laboratory partner for CROs and pharma. Ensure integrated diagnostics and streamlined data management.
CLIA Certified Laboratory: What Lab Managers Must Know
Ensure your lab meets requirements with our guide on CLIA certified laboratory protocols. Learn essential checks to maintain compliance.
CAP Accredited Laboratory: What Patients and Clinicians Need to Know
Learn why a CAP accredited laboratory ensures diagnostic quality and patient safety. Discover the benefits for patients, clinicians, and researchers.
Oncology Diagnostics for CROs & Pharma: What to Require
Unlock efficient oncology diagnostics for your trials. Discover key requirements for integrated, data-ready solutions that boost enrollment success.
PCR Testing for Clinical Trials: A 2026 CRO Guide
Discover how PCR testing enhances clinical trials with precise DNA/RNA detection, leading to accurate endpoints and reliable data integration.
Sponsor Laboratory Services for CROs and Government Sponsors
Sponsor laboratory services to ensure faster trial timelines with CAP-accredited labs, AI quality control, and seamless data integration. Discover how!
Best QuestDiagnostics.com Alternatives for Clinical Research
Discover top QuestDiagnostics.com alternatives for clinical research. Explore Kohealth Labs for integrated diagnostics and faster trials.
Common Delays in Academic Trial Diagnostics: 2026 Guide
Discover the common delays in academic trial diagnostics and learn how to navigate regulatory hurdles, staffing shortages, and more for smoother studies.
Biomarker Analytics in Polyclinic Patient Care: 2026 Guide
Discover the role of biomarker analytics in polyclinic patient care. Improve treatments, risk stratification, and patient outcomes with advanced insights.
Grant-Aligned Diagnostic Data Delivery: 2026 Guide
Discover what grant-aligned diagnostic data delivery is and how it ensures compliance and efficiency in healthcare research funding today.
Why Faster Data Delivery Improves Clinical Trial Outcomes
Discover why faster data delivery improves trial outcomes. Access to real-time data means quicker responses, better safety signals, and efficient trials.
Polyclinic Diagnostic Service Models: A 2026 Reform Guide
Explore the types of polyclinic diagnostic service models in this 2026 reform guide. Discover key insights for healthcare transformation!
Lab Testing Optimization for Single-Specialty Practices
Discover how to optimize lab testing in your single-specialty practice. Improve workflows, reduce costs, and enhance patient outcomes today!
Timely Diagnostic Data Delivery Research: 2026 Guide
Discover what is timely diagnostic data delivery research and how it enhances clinical decisions with minimal delays. Learn more in the 2026 guide!
The Role of Centralized Lab in Chronic Disease Management
Discover the role of centralized lab in chronic disease management. Learn how standardized testing enhances early detection and patient care.
How to Coordinate Multi-Site Diagnostic Research Data
Discover how to coordinate multi-site diagnostic research data effectively. Learn essential standards and strategies for success in clinical trials.
How AI Supports Diagnostics Across Specialties
Discover how AI supports diagnostics across specialties by improving accuracy and reducing errors. Transform clinical decision-making today!
Common Pharmaceutical Trial Data Delays: 2026 Guide
Discover the causes and impacts of common pharmaceutical trial data delays. Learn how to minimize costs and duration in your clinical studies.
Top 3 eurofins.com Alternatives Agencies 2026
Explore the top 3 eurofins.com alternatives agencies to compare options for clinical trial laboratory services and make informed decisions.
End-to-End Diagnostic Trial Support: A Complete Guide
Discover what is end-to-end diagnostic trial support. Learn how a unified service model streamlines clinical studies for better results.
How Integrated Diagnostics Improve Clinic Efficiency
Discover how integrated diagnostics improve clinic efficiency. Streamline workflows, save time, and enhance communication in your practice.
The Role of Central Lab in Pharma Sponsor Oversight
Discover the crucial role of central lab in pharma sponsor oversight. Learn how effective partnerships ensure compliance and data integrity.
Types of Outpatient Diagnostic Service Bundles Explained
Discover the types of outpatient diagnostic service bundles. Learn how each can impact costs, compliance, and patient experience for your facility.
Outpatient Radiology Lab Coordination: 8 Real Examples
Discover 8 real examples of outpatient radiology lab coordination. Improve scheduling and workflows in your facility to reduce delays and enhance patient...
Why Radiology Lab Integration Speeds Trials in 2026
Discover why radiology lab integration speeds trials. Improve accuracy and efficiency with automated workflows to accelerate clinical trial timelines.
Single-Contract Diagnostic Model for Pharma Trials
Discover the benefits of the single-contract diagnostic model for pharma trials. Streamline vendor management and meet compliance with ease.
Integrate Radiology and Lab in a Single Specialty Practice
Discover how to integrate radiology lab single specialty operations for improved diagnostics and increased revenue in your practice.
Therapeutic Area Diagnostic Support: 8 Key Examples
Discover examples of therapeutic area diagnostic support that enhance disease detection, treatment selection, and patient monitoring across specialties.
Integrated Radiology in Study Design: A Trial Designer's Guide
Discover the role of integrated radiology in study design to enhance clinical trial outcomes. Learn how imaging integration leads to better results.
How Centralized Diagnostics Serve Specialty Workflows
Discover how centralized diagnostics serve specialty workflows by streamlining processes, saving time, and enhancing patient care in clinical teams.
Biomarker Panel Clinical Research Role: 2026 Guide
Discover the biomarker panel clinical research role in 2026. Learn about improved diagnostics and regulatory standards in advanced healthcare.
How Specialty Lab Reporting Enhances Care Quality
Discover how specialty lab reporting enhances care quality. Learn how accurate diagnostic data drives better clinical decisions and patient outcomes.
How to Streamline CRO Diagnostic Data Delivery
Discover how to streamline CRO diagnostic data delivery for faster trials and enhanced safety signals. Learn the essentials and best practices.
Top 4 Avantialabs.com Alternatives for 2026
Explore 4 Avantialabs.com alternatives to find the best agencies for integrated diagnostic solutions and health data management.
How to Reduce Protocol Deviations in Clinical Trials
Learn how to reduce protocol deviations in clinical trials effectively. Discover strategies to enhance participant safety and ensure data integrity.
How Consolidated Diagnostics Reduce Trial Delays
Discover how consolidated diagnostics reduce trial delays by integrating testing and data workflows, speeding up therapy development by 379.5 days.
Top 6 Medicover-MICS.com Alternatives 2026
Explore 6 Medicover-MICS.com alternatives to help health professionals decide the best diagnostic solutions for clinical research and patient care.
How Integrated Lab Radiology Extends Rural Care Reach
Discover how integrated lab radiology extends rural care reach by streamlining diagnostics, ensuring faster results, and improving patient access.
How Integrated Diagnostics Support Specialty Care Teams
Discover how integrated diagnostics support specialty care by uniting patient data. Improve decision-making and enhance treatment collaboration.
Why Integrated Radiology Supports Specialty Clinics
Discover why integrated radiology supports specialty clinics. Enhance diagnostics, cut costs, and improve efficiency with AI-driven solutions.
Benefits of Unified Diagnostics Across Specialties
Discover the benefits of unified diagnostics across specialties, including faster, accurate diagnoses and reduced medical errors for better patient care.
Telehealth-Integrated Diagnostics: 8 Real Examples for 2026
Discover 8 real examples of telehealth-integrated diagnostics for 2026. Learn how these tools improve remote healthcare and access clinical data.
Unified Diagnostics in Clinical Research Explained
Discover how unified diagnostics clinical research explained can enhance data integrity, speed up trials, and streamline workflows in clinical studies.
Align Lab Radiology Specialty Clinic Protocols Effectively
Learn to align lab radiology specialty clinic protocols effectively. Discover standardization tools that enhance patient outcomes and streamline operations.
What Is Cross-Specialty Diagnostic Integration?
Discover what is cross-specialty diagnostic integration and how it enhances clinical decision-making, reduces errors, and improves patient care.