AI Improves Breast Cancer Risk Prediction (IMAGE)
Caption
Examples of mammograms with discordance between deep learning (DL) risk score and outcome of breast cancer (false predictions). All images are mediolateral oblique views of left breast. (a) Mammogram in 44-year-old woman with low DL risk score (0.05) who received a diagnosis of breast cancer 4.7 years after the examination (ie, false-negative prediction). (b) Mammogram in 40-year-old woman with low DL risk score (0.07) who received a diagnosis of breast cancer 4.1 years after the examination (ie, false-negative prediction). (c) Mammogram in 65-year-old woman with high DL risk score (0.53) who was not diagnosed with breast cancer (ie, false-positive prediction). (d) Mammogram in 65-year-old woman with high DL risk score (0.48) who was not diagnosed with breast cancer (ie, false-positive prediction). LMLO = left mediolateral oblique.
Credit
Radiological Society of North America
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