Lehrstuhl für Informatik 5 (Mustererkennung)

The INTERSPEECH 2021 Computational Paralinguistics Challenge: COVID-19 Cough, COVID-19 Speech, Escalation & Primates (2021) Schuller B, Batliner A, Bergler C, Mascolo C, Han J, Lefter I, Kaya H, et al. Conference contribution, Original article Deep Learning-based Adaptive Image Combination for Signal-Dropout Suppression in Liver DWI (2021) Gadjimuradov F, Benkert T, Nickel MD, Maier A Conference contribution, Conference Contribution Transfer learning helps to improve the accuracy to classify patients with different speech disorders in different languages (2021) Vásquez-Correa JC, Rios-Urrego CD, Arias Vergara T, Schuster M, Rusz J, Nöth E, Orozco-Arroyave JR Journal article “Keep it simple, scholar”: an experimental analysis of few-parameter segmentation networks for retinal vessels in fundus imaging (2021) Fu WL, Breininger K, Schaffert R, Pan Z, Maier A 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 X-ray Scatter Estimation Using Deep Splines (2021) Roser P, Birkhold A, Preuhs A, Syben-Leisner C, Felsner L, Hoppe E, Strobel N, et al. Journal article Inference of the Selective Auditory Attention using Sequential LMMSE Estimation (2021) Kuruvila I, Demir K, Fischer E, Hoppe U 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