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Multimodal Volume-Aware Detection and Segmentation for Brain Metastases Radiosurgery
Stereotactic radiosurgery (SRS), which delivers high doses of irradiation in a single or few shots to small targets, has been a standard of care for brain metastases.
DeepAAA: clinically applicable and generalizable detection of abdominal aortic aneurysm using deep learning
We find that DeepAAA exceeds literature-reported performance of radiologists on incidental AAA detection.
DeepSPINE: Automated Lumbar Vertebral Segmentation, Disc-level Designation, and Spinal Stenosis Grading Using Deep Learning
The high prevalence of spinal stenosis results in a large volume of MRI imaging, yet interpretation can be time-consuming with high inter-reader variability even among the most specialized radiologists.
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