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Technology & Digital Tools Flashcards

7 cards from real CLC practice questions. Tap to flip, then mark Knew It or Still Learning โ€” missed cards come back until you master them.

Read the first 7 Technology & Digital Tools flashcards as text
  1. A laboratory consultant is evaluating point-of-care testing (POCT) connectivity solutions. Which system provides centralized data management, QC monitoring, and result transmission for distributed POCT devices?

    Answer: A POCT data management system (DMS) or connectivity manager

    A POCT connectivity manager (DMS) aggregates data from multiple POCT devices, enforces QC lockouts, transmits results to the LIS/EHR, and provides centralized oversight.

  2. Which laboratory digital tool uses pattern recognition algorithms trained on large image datasets to assist pathologists in detecting malignant cells in digital whole-slide images?

    Answer: Digital pathology AI image analysis software

    AI-powered digital pathology software applies machine learning models to whole-slide images to flag regions of interest and assist pathologists in detection and grading.

  3. When a laboratory interfaces its LIS with a hospital EHR using HL7 v2.x, what is the purpose of the MSH (Message Header) segment?

    Answer: Providing routing, versioning, message type, and sender/receiver identification for each HL7 message

    The MSH segment is the first segment in every HL7 v2.x message and contains metadata including sending/receiving application, message type, version, and unique message ID.

  4. A clinical laboratory is implementing electronic specimen tracking from collection through result reporting. Which technology is MOST commonly used for real-time specimen location tracking on a TLA track?

    Answer: Barcode scanning at predefined checkpoints on the automation track

    Barcode scanning at defined track checkpoints is the standard method for real-time specimen location tracking in total laboratory automation systems.

  5. A laboratory consultant is advising on disaster recovery planning for the LIS. What is the recommended Recovery Time Objective (RTO) documentation outcome?

    Answer: The maximum acceptable downtime before laboratory operations must be restored, guiding backup system design

    RTO defines the maximum tolerable downtime for a system, which directly determines the investment needed in redundancy, failover, and manual backup procedures.

  6. Which validation protocol phase specifically tests whether a newly implemented LIMS correctly performs all specified functions under normal operating conditions?

    Answer: Operational Qualification (OQ)

    Operational Qualification (OQ) tests that the system functions as designed under normal conditions, verifying each specified function before performance testing begins.

  7. A laboratory is considering adopting machine learning for automated CBC differential classification. Which validation approach is MOST critical before clinical deployment?

    Answer: Prospective validation on the laboratory's own patient population, comparing algorithm output to expert morphologist review

    Local prospective validation on the laboratory's own patient population is essential because ML algorithm performance can vary significantly across different demographic and disease prevalence settings.