Kedis ku xidhan hagaha · Dhexdhexaad Heerka

AI ee Kediska Shucaaca

Dib u eeg doorarka-qaabka sawirka guud, beddelka domainka, kala-qaybinta, iyo sababta ay tahay in waxqabadka bukaan-socodka lagu qiimeeyo sawir-qaadista la doonayo iyo socodka shaqada.

Wadooyinka haga ee la xidhiidhaAI ee Raajooyinka
Su'aal 1 ee 8

What operation lets a convolutional neural network detect local image patterns in radiology images?

Horudhac su'aal kasta8 su'aalo

Jawaabaha iyo sharraxaadaha waxay soo baxayaan markaad qaadanayso kediska.

  1. What operation lets a convolutional neural network detect local image patterns in radiology images?
    • It applies Bayes theorem to patient records
    • Convolutions apply learned filters across neighboring pixels or patches
    • It converts images into a text transcript
    • It uses a spreadsheet formula
  2. What is a possible worklist use of a radiology AI model?
    • Replace the radiologist’s final interpretation
    • Guarantee that no urgent case is missed
    • Flag a study for earlier review when a defined finding is suspected
    • Make a diagnosis for every patient without review
  3. Muxuu 'Domain Shift' uga jeedaa shucaaca AI?
    • Beddelida goobta baabuurta la dhigto ee isbitaalka
    • Ka beddelashada MRI una beddelo ultrasound madadaalo
    • Nooc ka mid ah qaabka sawirka
    • A difference between training and deployment data that can change model performance
  4. Nashqadadee ayaa inta badan loo isticmaalaa in lagu qeexo (qayb) buro pixel by pixel?
    • U-Net
    • Dhoola cadeyn
    • XGBoost
    • JPEG
  5. What was the ScreenTrustCAD study design for screening mammograms?
    • A retrospective study of chest CT only
    • A prospective paired-reader study comparing interpretations from two radiologists and AI CAD
    • A study comparing image file sizes across scanners
    • A trial of autonomous treatment planning
  6. Halbeegkee ayaa inta badan loo isticmaalaa si loo qiimeeyo moodeelka shucaaca AI?
    • Xoog iyo xoog
    • Tirada erayada iyo cabbirka farta
    • Dareenka, gaar ahaaneed, iyo AUC
    • Nolosha baytari
  7. What does FDA authorization of an AI radiology device establish?
    • That it is accurate for every possible clinical use
    • That it replaces a radiologist’s judgment
    • That it needs no monitoring after deployment
    • That the device met applicable premarket requirements for its intended use
  8. How many women were included in the 2025 ScreenTrustCAD human-AI interaction analysis?
    • 54,991 women
    • 55,581 women
    • 5,499 women
    • 549,910 women