Lehrstuhl für Informatik 5 (Mustererkennung)

Lightweight Online Noise Reduction on Embedded Devices using Hierarchical Recurrent Neural Networks (2020) Schröter H, Rosenkranz T, Escalante Banuelos A, Zobel P, Maier A Conference contribution, Original article Nonlinear dynamics and Poincaré sections to model gait impairments in different stages of Parkinson’s disease (2020) Pérez-Toro PA, Vasquez Correa J, Arias Vergara T, Nöth E, Orozco Arroyave JR Journal article The Effect of Data Augmentation on Classification of Atrial Fibrillation in Short Single-Lead ECG Signals Using Deep Neural Networks (2020) Nejati Hatamian F, Ravikumar N, Vesal S, Kemeth FP, Struck M, Maier A Conference contribution Free-breathing fat and R2∗ quantification in the liver using a stack-of-stars multi-echo acquisition with respiratory-resolved model-based reconstruction (2020) Schneider M, Benkert T, Solomon E, Nickel D, Fenchel M, Kiefer B, Maier A, et al. Journal article Vorwort (2020) Tolxdorff T, Deserno T, Maier A, Handels H, Maier-Hein K, Palm C Book chapter / Article in edited volumes Is crowd-algorithm collaboration an advanced alternative to crowd-sourcing on cytology slides? (2020) Marzahl C, Aubreville M, Bertram CA, Gerlach S, Maier J, Voigt J, Hill J, et al. Conference contribution Modularization of deep networks allows cross-modality reuse: lesson learnt (2020) Fu W, Husvogt L, Ploner S, Fujimoto JG, Maier A Conference contribution COPD classification in CT images using a 3D convolutional neural network (2020) Ahmed J, Vesal S, Durlak F, Kaergel R, Ravikumar N, Rémy-Jardin M, Maier A Conference contribution Tenfold your photons: A physically-sound approach to filtering-based variance reduction of monte-carlo-simulated dose distributions (2020) Roser P, Birkhold A, Preuhs A, Kowarschik M, Fahrig R, Maier A Conference contribution Learning-based correspondence estimation for 2-D/3-D registration (2020) Schaffert R, Weiß M, Wang J, Borsdorf A, Maier A Conference contribution