University of Michigan: Radiology at the Seashore

Mar 8th, 2015Mar 12th, 2015
Captiva Island, FL
US
http://uofm.edusymp.com/product/details/46
Phone:800-338-5901
This five-day course will provide a broad overview of selected radiology/imaging subjects of particular importance to diagnostic radiologists in clinical practice.
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Saliency maps using Grad-CAM++ (E and H) show the model’s point of interest in chest radiographs (C and F) of patients with achalasia. The model’s point of interest is highlighted with red, yellow, and green. In both the upper and lower panels (E and H), the point of interest is located in a region around the upper esophagus that corresponds to an air esophagogram and/or air-fluid level in the esophagus in the barium esophagogram (D and G).
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The findings could help clinicians better develop "effective strategies for the clinical integration of AI," researchers noted.
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Currently, few noninvasive tests are available for diagnosing the swallowing condition.
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Saliency maps using Grad-CAM++ (E and H) show the model’s point of interest in chest radiographs (C and F) of patients with achalasia. The model’s point of interest is highlighted with red, yellow, and green. In both the upper and lower panels (E and H), the point of interest is located in a region around the upper esophagus that corresponds to an air esophagogram and/or air-fluid level in the esophagus in the barium esophagogram (D and G).
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