Radiology Review

Mar 31st, 2012Apr 4th, 2012
Boston, MA
US
https://www.radcme.harvard.edu
An intensive review of radiology through a series of lectures and case-review sessions. Key topics include cardiac, chest, gastrointestinal, genitourinary, breast imaging, musculoskeletal, neuroradiology, nuclear medicine, pediatrics, ultrasound, and vascular intervention.
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XRAI (left) and GradCAM (right) heatmaps for true positive images. The original radiographs are on the left, the Grad-CAM activations and heatmaps are in the middle, and the XRAI activations and overlays are on the right. For the XRAI overlays, only regions reaching the 70th percentile of activation strength are shown. Images available under Creative Commons license (CC BY 4.0 DEED, Attribution 4.0 International) and courtesy of PLOS Digital Health.
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AI scoring predicts future breast cancer risk
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XRAI (left) and GradCAM (right) heatmaps for true positive images. The original radiographs are on the left, the Grad-CAM activations and heatmaps are in the middle, and the XRAI activations and overlays are on the right. For the XRAI overlays, only regions reaching the 70th percentile of activation strength are shown. Images available under Creative Commons license (CC BY 4.0 DEED, Attribution 4.0 International) and courtesy of PLOS Digital Health.
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