Lehrstuhl für Informatik 5 (Mustererkennung)

Are fast labeling methods reliable? a case study of computer-aided expert annotations on microscopy slides (2020) Marzahl C, Bertram CA, Aubreville M, Petrick A, Weiler K, Gläsel AC, Fragoso M, et al. Conference contribution Are Pathologist-Defined Labels Reproducible? Comparison of the TUPAC16 Mitotic Figure Dataset with an Alternative Set of Labels (2020) Bertram CA, Veta M, Marzahl C, Stathonikos N, Maier A, Klopfleisch R, Aubreville M Conference contribution Deep Scatter Splines: Learning-Based Medical X-ray Scatter Estimation Using B-splines (2020) Roser P, Birkhold A, Preuhs A, Syben-Leisner C, Strobel N, Kowarschik M, Fahrig R, Maier A Conference contribution, Conference Contribution Abstract: Coronary Artery Plaque Characterization from CCTA Scans Using DL and Radiomics (2020) Denzinger F, Wels M, Breininger K, Reidelshöfer A, Eckert J, Sühling M, Schmermund A, Maier A Conference contribution, Abstract of lecture Multi-channel spectrograms for speech processing applications using deep learning methods (2020) Arias-Vergara T, Klumpp P, Vasquez-Correa JC, Nöth E, Orozco-Arroyave JR, Schuster M Journal article Current methods and new trends in signal processing and pattern recognition for the automatic assessment of motor impairments: the case of Parkinson's disease (2020) Orozco-Arroyave JR, Vasquez Correa J, Nöth E Book chapter / Article in edited volumes A learning-based method for online adjustment of C-arm Cone-beam CT source trajectories for artifact avoidance (2020) Thies M, Zäch JN, Gao C, Taylor R, Navab N, Maier A, Unberath M Journal article Surgical mask detection with deep recurrent phonetic models (2020) Klumpp P, Arias Vergara T, Vásquez-Correa JC, Pérez-Toro PA, Hönig FT, Nöth E, Orozco-Arroyave JR Conference contribution, Conference Contribution Analysis of continuous neuronal activity evoked by natural speech with computational corpus linguistics methods (2020) Schilling A, Tomasello R, Henningsen-Schomers MR, Zankl A, Surendra K, Haller M, Karl V, et al. Journal article Extracting and Leveraging Nodule Features with Lung Inpainting for Local Feature Augmentation (2020) Gündel S, Setio A, Grbic S, Maier A, Comaniciu D Conference contribution, Conference Contribution