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Carlotta Ruppert
Carlotta Ruppert
Data Science, USZ
Verified email at usz.ch
Title
Cited by
Cited by
Year
Diagnostic accuracy of automated ACR BI-RADS breast density classification using deep convolutional neural networks
R Sexauer, P Hejduk, K Borkowski, C Ruppert, T Weikert, S Dellas, ...
European Radiology 33 (7), 4589-4596, 2023
72023
Radiomics in photon-counting dedicated breast CT: potential of texture analysis for breast density classification
A Landsmann, C Ruppert, J Wieler, P Hejduk, A Ciritsis, K Borkowski, ...
European Radiology Experimental 6 (1), 30, 2022
52022
Deep Learning for Automatic Segmentation of Background Parenchymal Enhancement in Breast MRI.
S Nowakowska, K Borkowski, C Ruppert, P Hejduk, A Ciritsis, ...
Medical Imaging with Deep Learning, 2022
32022
Automatic and standardized quality assurance of digital mammography and tomosynthesis with deep convolutional neural networks
P Hejduk, R Sexauer, C Ruppert, K Borkowski, J Unkelbach, N Schmidt
Insights into Imaging 14 (1), 90, 2023
22023
Detecting abnormal axillary lymph nodes on mammograms using a deep convolutional neural network
F Abel, A Landsmann, P Hejduk, C Ruppert, K Borkowski, A Ciritsis, ...
Diagnostics 12 (6), 1347, 2022
22022
Generalizable attention U-Net for segmentation of fibroglandular tissue and background parenchymal enhancement in breast DCE-MRI
S Nowakowska, K Borkowski, CM Ruppert, A Landsmann, M Marcon, ...
Insights into Imaging 14 (1), 185, 2023
12023
Detection of microcalcifications in photon-counting dedicated breast-CT using a deep convolutional neural network: Proof of principle
A Landsmann, C Ruppert, K Borkowski, P Hejduk, A Ciritsis, J Wieler, ...
Clinical Imaging 95, 28-36, 2023
12023
Systematic analysis of changes in radiomics features during dynamic breast-MRI: Evaluation of specific biomarkers
A Landsmann, C Ruppert, S Nowakowska, A Ciritsis, J Wieler, MC Wurnig, ...
Clinical Imaging 93, 93-102, 2023
12023
Detection and Classification of Lesions in Breast Ultrasound using a Deep Convolutional Neural Network
C Ruppert
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