Synthetic data for privacy-preserving deep-learning in mammography

Congress:

ECR 2023

Poster Number:

C-24413

Type:

Scientific Exhibit

Keywords:

Breast, Mammography, Neural networks, Computer Applications-Detection, diagnosis, Technology assessment, Cancer

Authors:

R. Osuala, K. Kushibar, O. Diaz, K. Lekadir

DOI:

10.26044/ecr2023/C-24413

DOI-Link:

https://dx.doi.org/10.26044/ecr2023/C-24413

Personal information and conflict of interest

R. Osuala: Nothing to disclose

K. Kushibar: Nothing to disclose

O. Diaz: Nothing to disclose

K. Lekadir: Nothing to disclose

Fig 1: Overview of our breast mass classification framework using privacy-preserving...

Fig 2: Random selection of synthetic images of malignant (left) and benign (right)...

Fig 3: Experimental results for breast mass malignancy classification based on varying...