Oliver Díaz

Mass detection in mammograms using pre-trained deep learning models

2018

Mammography is a gold standard imaging modality and is widely used for breast cancer screening. With recent advances in the field of deep learning, the use of deep convolution neural networks (CNNs) in medical image …

Towards Learning Contrast Kinetics with Multi-Condition Latent Diffusion Models

2024 · arXiv (Cornell University)

Contrast agents in dynamic contrast enhanced magnetic resonance imaging allow to localize tumors and observe their contrast kinetics, which is essential for cancer characterization and respective treatment decision-making. However, contrast agent administration is not only …