Julia Krüger

Automatic classification of dopamine transporter SPECT: deep convolutional neural networks can be trained to be robust with respect to variable image characteristics

M Wenzel, Fausto Milletarì, Julia Krüger et al. · European Journal of Nuclear Medicine and Molecular Imaging · 2019 · 65 citations

Neuroimaging Biomarkers, Variable Image Characteristics, Convolutional Neural Network +11

Fully automated longitudinal segmentation of new or enlarged multiple sclerosis lesions using 3D convolutional neural networks

Julia Krüger, Roland Opfer, Nils Gessert et al. · NeuroImage Clinical · 2020 · 62 citations · Full text

Automatic segmentation of the thalamus using a massively trained 3D convolutional neural network: higher sensitivity for the detection of reduced thalamus volume by improved inter-scanner stability

Roland Opfer, Julia Krüger, Lothar Spies et al. · European Radiology · 2022 · 29 citations · Full text

Three-dimensional deep learning with spatial erasing for unsupervised anomaly segmentation in brain MRI

Marcel Bengs, Finn Behrendt, Julia Krüger et al. · International Journal of Computer Assisted Radiology and Surgery · 2021 · 27 citations · Full text

Infratentorial lesions in multiple sclerosis patients: intra- and inter-rater variability in comparison to a fully automated segmentation using 3D convolutional neural networks

Julia Krüger, Ann‐Christin Ostwaldt, Lothar Spies et al. · European Radiology · 2021 · 18 citations

Multiple Sclerosis Patients, Engineering, Neuroimaging Modality +14