Leadership training for radiologists: a survey of opportunities and participants in MBA and MPH programs by medical students, residents, and current chair- ... S Baker,N Daginawala - 《Journal of the American College of Radiology》 被引量: 15发表: 2011年 Leadership Training for Radiologists: A...
Transfer learning is one of the powerful enablers of deep learning [60], which involves training a deep leaning model by re-using of a an already trained model with related or un-related large dataset. It is known that medical data face the problem of lacking and insufficient for training d...
Leadership training for radiologists: a survey of opportunities and participants in MBA and MPH programs by medical students, residents, and current chair- persons. J Am Coll Radiol. 2011;8:563-567.Baker S, Daginawala N. Leadership training for radiologists: a survey of opportunities and ...
Radiologists, for example, were able to detect abnormalities in medical images with around 70% accuracy in 200 ms (Evans et al. 2013; Kundel and Nodine 1975). Studies on the role of similarity in diagnosis also provide additional evidence: diagnostic accuracy increased when a dermatological case...
But the symptoms are often hiding in plain sight for radiologists. Using artificial intelligence to flag worrisome injury patterns or mismatches between patient-reported histories and the types of fractures present on x-rays can alert providers to when an exploratory conversation is called for. “As...
“Oh yeah.” He grabs another coffee, his fifth today. “Let me get caught up.” He speeds through 10 radiographs in a few minutes, dictating with prefilled phrases. He turns to me. “The three fastest radiologists I have ever seen are all here. The fastest offered to do 1.5 lists ...
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of HIFUNet is compared with that of the six latest segmentation networks (U-net, HRNet, etc.). The results show that the accuracy and robustness of HIFUNet are significantly improved compared with other segmentation networks, and the segmentation results are close to the level of radiologists. ...
Problem-based learning (PBL) is a pedagogical approach that shifts the role of the teacher to the student (student-centered) and is based on self-directed learning. Although PBL has been adopted in undergraduate and postgraduate medical education, the ef
In addition to standing pat with their existing technology, the Radiology PACS vendors have fallen behind in enhancing their solutions with those features and functions that radiologists and radiology departments need today to provide good patient care and stay competitive in their market. By and large...