ECR 2024 / C-19050
Breast Arterial Calcification: A broader proxy for medium and large vessel atherosclerotic calcium
Congress:
ECR 2024
Poster Number:
C-19050
Type:
Scientific Exhibit
Keywords:
Breast, CT, Computer Applications-Detection, diagnosis, Arteriosclerosis
Authors:
C. Parghi, J. Hoffmeister, J. Go, J. Pantleo, N. S. Gonzalez, Z. Zhang, A. Sharma, W. Zhang
DOI:
10.26044/ecr2024/C-19050
References
Fig 1:
Fig 1. AI BAC Algorithm: Deep convolution neural network models trained to...
Fig 2:
Fig 2. U-Net: Vessel detection/segmentation.
Fig 3:
Fig 3. ResNet: BAC vessel classification.
Fig 4:
Fig 4. Truth Annotation and Scoring: Expert radiologists annotate BAC vessels...
Fig 5:
Fig 5. Mammogram and CT abdomen/pelvis performed within 12 months on same...
Fig 6:
Fig 6. Model Training: Transfer learning to fine-tune the model.
Fig 7:
Fig 7. BAC AI detection and score examples.
