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AI dalam Kuis Radiologi

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Jalur panduan terkaitAI Dalam Radiologi
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What operation lets a convolutional neural network detect local image patterns in radiology images?

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  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. Apa yang dimaksud dengan 'pergeseran domain' dalam AI radiologi?
    • Mengubah tempat parkir rumah sakit
    • Beralih dari MRI ke USG untuk bersenang-senang
    • Jenis format gambar
    • A difference between training and deployment data that can change model performance
  4. Arsitektur mana yang biasa digunakan untuk menguraikan (segmen) tumor piksel demi piksel?
    • U-Net
    • SENYUM
    • 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. Metrik manakah yang biasa digunakan untuk mengevaluasi model AI radiologi?
    • Tenaga kuda dan torsi
    • Jumlah kata dan ukuran font
    • Sensitivitas, spesifisitas, dan AUC
    • Daya tahan baterai
  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