METHOD FOR EVALUATING QUALITY OF MEDICAL IMAGE ANALYSIS Russian patent published in 2025 - IPC G16H50/00 A61B3/113 G06T7/00 G06N3/02 

Abstract RU 2838577 C1

FIELD: measuring.

SUBSTANCE: invention relates to measurements for diagnostic purposes, more specifically to a system and a method for assessing the quality of medical image analysis by a doctor. Proposed method of evaluating quality of medical image analysis comprises steps of displaying on a display unit a medical image for viewing by a doctor, wherein the medical image comprises a region to be analysed; observing the doctor's gaze while viewing the displayed medical image, the tracking comprising fixing the location of the doctor's gaze on the displayed image; forming a heat map of the doctor's gaze distribution based on the results of tracking the location of the doctor's gaze on the displayed image; using a neural network, receiving said medical image and said heat map and predicting, based on them, an error in analysing said medical image by a doctor; and evaluating analysis quality of said medical image based on predicted analysis error.

EFFECT: higher automation and accuracy of evaluation.

4 cl, 5 dwg

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RU 2 838 577 C1

Authors

Pershin Ilia Andreevich

Mustafaev Tamerlan Aidyn Ogly

Dates

2025-04-21Published

2023-12-31Filed