Anna Breger

The impact of imputation quality on machine learning classifiers for datasets with missing values

Tolou Shadbahr, Michael Roberts, Jan Stanczuk et al. · Communications Medicine · 2023 · 94 citations · Full text

Deep learning based segmentation of brain tissue from diffusion MRI

Fan Zhang, Anna Breger, Kang Ik Kevin Cho et al. · NeuroImage · 2021 · 71 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +20

Automated Quantification of Photoreceptor alteration in macular disease using Optical Coherence Tomography and Deep Learning

José Ignacio Orlando, Bianca S. Gerendas, Sophie Riedl et al. · Scientific Reports · 2020 · 53 citations · Full text

Supervised learning and dimension reduction techniques for quantification of retinal fluid in optical coherence tomography images

Anna Breger, Martin Ehler, Hrvoje Bogunović et al. · Eye · 2017 · 26 citations · Full text

Image Analysis, Engineering, Medical Imaging +11

A Study of Why We Need to Reassess Full Reference Image Quality Assessment with Medical Images

Anna Breger, Ander Biguri, Malena Sabaté Landman et al. · Journal of Imaging Informatics in Medicine · 2025 · 12 citations · Full text