Lehrstuhl für Informatik 5 (Mustererkennung)

Machine Learning-based Detection of Spherical Markers in CT Volumes (2022) Rao D, Maass N, Dennerlein F, Maier A, Huang Y Conference contribution Tibia Cortical Bone Segmentation in Micro-CT and X-ray Microscopy Data Using a Single Neural Network (2022) Aust O, Thies M, Weidner D, Wagner F, Pechmann S, Mill L, Andreev D, et al. Conference contribution GAN-based Augmentation of Mammograms to Improve Breast Lesion Detection (2022) El-Ghoussani A, Rodriguez Salas D, Seuret M, Maier A Conference contribution, Conference Contribution Effect of Random Histogram Equalization on Breast Calcification Analysis Using Deep Learning (2022) Bhandary Panambur A, Madhu P, Maier A Conference contribution, Conference Contribution Super-Resolution for CEST MRI (2022) Folle L, Tkotz K, Liebert A, Gadjimuradov F, Kapsner L, Fabian M, Bickelhaupt S, et al. Conference contribution, Abstract of a poster Domain Adversarial RetinaNet as a Reference Algorithm for the MItosis DOmain Generalization Challenge (2022) Wilm F, Marzahl C, Breininger K, Aubreville M Conference contribution Pixel-wise Distance Regression for Glacier Calving Front Detection and Segmentation (2022) Davari A, Baller C, Seehaus T, Braun M, Maier A, Christlein V Journal article Fully automated Machine Learning-based selection of optimal bSSFP frequency offset for artifact reduction in cardiac MRI (2022) Yoon SS, Gadjimuradov F, Schmidt M, Wetzl J, Maier A Conference contribution, Abstract of lecture Fully automatic AI-based valve motion parameter extraction on long axis CINE images – application on N=11000 patient datasets (2022) Yoon SS, Fischer C, Toupin S, Pezel T, Garot J, Wetzl J, Maier A, Giese D Conference contribution, Abstract of lecture Validity of tissue homogeneity in confocal laser endomicroscopy on the diagnosis of laryngeal and hypopharyngeal squamous cell carcinoma (2022) Sievert M, Aubreville M, Gostian AO, Mantsopoulos K, Koch M, Müller-Hübner SKU, Eckstein M, et al. Journal article