Lehrstuhl für Informatik 5 (Mustererkennung)

Convolutional Neural Networks and a Transfer Learning Strategy to Classify Parkinson’s Disease from Speech in Three Different Languages (2019) Vasquez Correa J, Arias Vergara T, Rios-Urrego CD, Schuster M, Rusz J, Orozco Arroyave JR, Nöth E Book chapter / Article in edited volumes Measuring CT Reconstruction Quality with Deep Convolutional Networks (2019) Patwari M, Gutjahr R, Raupach R, Maier A Conference contribution, Original article Deep Learning Based Metal Inpainting in the Projection Domain: Initial Results (2019) Gottschalk T, Kreher BW, Kunze H, Maier A Book chapter / Article in edited volumes Data Consistent Artifact Reduction for Limited Angle Tomography with Deep Learning Prior (2019) Huang Y, Preuhs A, Lauritsch G, Manhart M, Huang X, Maier A Conference contribution, Original article Simulation study on X-ray phase contrast imaging with dual-phase gratings (2019) Bopp J, Ludwig V, Seifert M, Pelzer G, Maier A, Anton G, Riess C Journal article, Original article High-speed slot-scanning radiography using small-angle tomosynthesis: Investigation of spatial resolution (2019) Luckner C, Herbst M, Weber T, Beister M, Ritschl L, Kappler S, Maier A Journal article A Divide-and-Conquer Approach towards Understanding Deep Networks (2019) Fu WL, Breininger K, Schaffert R, Ravikumar N, Maier A Conference contribution, Original article Multi-task Localization and Segmentation for X-Ray Guided Planning in Knee Surgery (2019) Kordon F, Fischer P, Privalov M, Swartman B, Schnetzke M, Franke J, Lasowski R, et al. Conference contribution, Conference Contribution Coronary Artery Plaque Characterization from CCTA Scans Using Deep Learning and Radiomics (2019) Denzinger F, Wels M, Ravikumar N, Breininger K, Reidelshöfer A, Eckert J, Sühling M, et al. Conference contribution, Original article RinQ Fingerprinting: Recurrence-Informed Quantile Networks for Magnetic Resonance Fingerprinting (2019) Hoppe E, Thamm F, Körzdörfer G, Syben-Leisner C, Schirrmacher F, Nittka M, Pfeuffer J, et al. Conference contribution