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Article
Open AccessAtri-U: assisted image analysis in routine cardiovascular magnetic resonance volumetry of the left atrium
Artificial intelligence can assist in cardiac image interpretation. Here, we achieved a substantial reduction in time required to read a cardiovascular magnetic resonance (CMR) study to estimate left atrial vo...
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Article
Open AccessAI-based detection and classification of distal radius fractures using low-effort data labeling: evaluation of applicability and effect of training set size
To evaluate the performance of a deep convolutional neural network (DCNN) in detecting and classifying distal radius fractures, metal, and cast on radiographs using labels based on radiology reports. The secon...
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Article
Open AccessRevealing the most common reporting errors through data mining of the report proofreading process
To investigate the most common errors in residents’ preliminary reports, if structured reporting impacts error types and frequencies, and to identify possible implications for resident education and patient sa...
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Article
Quantitative enhancement thresholds and machine learning algorithms for the evaluation of renal lesions using single-phase split-filter dual-energy CT
To establish thresholds for contrast enhancement-based attenuation (CM) and iodine concentration (IOD) for the quantitative evaluation of enhancement in renal lesions on single-phase split-filter dual-energy C...
