Download Deepaaa: Clinically Applicable and Generalizable Detection of Abdominal Aortic Aneurysm Using Deep Learning PDF Free - Full Version
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About Deepaaa: Clinically Applicable and Generalizable Detection of Abdominal Aortic Aneurysm Using Deep Learning
DeepAAA is a deep learning model that uses a modified 3D U-Net architecture to perform automated segmentation of the abdominal aorta and detection of abdominal aortic aneurysms (AAAs) on computed tomography (CT) scans. The model was trained on 321 contrast and non-contrast CT scans from Massachusetts General Hospital and achieved high performance for AAA detection. It was further tested on 57 additional CT scans from different patients and facilities, demonstrating generalizability. DeepAAA exceeds the reported performance of radiologists for incidental AAA detection and has potential to help prevent missed diagnoses.
Detailed Information
| Author: | ['Kea Undra'] |
|---|---|
| Publication Year: | 2020 |
| Pages: | 10 |
| Language: | English |
| Format: | |
| Price: | FREE |
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