Siemens AG, Healthcare Sector

Results of the 2020 fastMRI Challenge for Machine Learning MR Image Reconstruction (2021) Muckley MJ, Riemenschneider B, Radmanesh A, Kim S, Jeong G, Ko J, Jun Y, et al. Journal article Non-Contrast Head CT Imaging Using Dual Energy: A Study on Bias Induced by Imperfections in Energy Response and Material Knowledge (2021) Haase V, Stierstorfer K, Hahn K, Schoendube H, Maier A, Noo F Conference contribution, Abstract of lecture MR-contrast-aware image-to-image translations with generative adversarial networks (2021) Denck J, Guehring J, Maier A, Rothgang E Journal article Fully automatic extraction of mitral valve annulus motion parameters on long axis CINE CMR using deep learning (2021) Monzon M, Yoon SS, Fischer C, Maier A, Wetzl J, Giese D Conference contribution, Abstract of a poster Validation of a Deep Learning based Automated Myocardial Inversion Time Selection for Late Gadolinium Enhancement Imaging in a Prospective Study (2021) Yoon SS, Schmidt M, Rick M, Chitiboi T, Sharma P, Emrich T, Tillmanns C, et al. Conference contribution, Abstract of lecture Robust Classification from Noisy Labels: Integrating Additional Knowledge for Chest Radiography Abnormality Assessment (2021) Gündel S, Setio AA, Ghesu FC, Grbic S, Georgescu B, Maier A, Comaniciu D Journal article Deep learning-based ECG-free Cardiac Navigation for Multi-Dimensional and Motion-Resolved Continuous Magnetic Resonance Imaging (2021) Hoppe E, Wetzl J, Yoon SS, Bacher M, Roser P, Stimpel B, Preuhs A, Maier A Journal article, Original article A Deep-Learning-based Automated Myocardial Inversion Time Selection for Late Gadolinium Enhancement Imaging (2021) Yoon SS, Schmidt M, Rick M, Chitiboi T, Sharma P, Emrich T, Tillmanns C, et al. Conference contribution, Abstract of a poster Diagnostic value of a 3D-SPACE-sequence with compressed sensing technology for the knee joint (2020) Pfeifer C, Attenberger U, Schoenberg SO, Riffel P, Uder M, Hinterwimmer S, Strecker R, Adamietz B Journal article Data-driven reduction of cardiac models (2020) Mihai Itu L, Meister F, Sharma P, Passerini T Book chapter / Article in edited volumes