Informatik aktuell
ISSN: 1431-472X
Publisher: Gesellschaft für Informatik (GI)
Publications (213)
A Machine Learning Approach Towards Fatty Liver Disease Detection in Liver Ultrasound Images (2021)
Kuzhipathalil A, Thomas A, Chand K, Gomes Ataide EJ, Link A, Niemann A, Saalfeld S, et al.
Conference contribution
Autoencoder-based Quality Assessment for Synthetic Diffusion-MRI Data (2021)
Weninger L, Drobjazko M, Na CH, Jütten K, Merhof D
Conference contribution
Rotation Invariance for Unsupervised Cell Representation Learning: Analysis of The Impact of Enforcing Rotation Invariance or Equivariance on Representation for Cell Classification (2021)
Gräbel P, Laube I, Crysandt M, Herwartz R, Baumann M, Klinkhammer BM, Boor P, et al.
Conference contribution
Reduction of Stain Variability in Bone Marrow Microscopy Images: Influence of Augmentation and Normalization Methods on Detection and Classification of Hematopoietic Cells (2021)
Gräbel P, Crysandt M, Herwartz R, Baumann M, Klinkhammer BM, Boor P, Brümmendorf TH, Merhof D
Conference contribution
Influence of Inter-Annotator Variability on Automatic Mitotic Figure Assessment (2021)
Wilm F, Bertram CA, Marzahl C, Bartel A, Donovan TA, Assenmacher CA, Becker K, et al.
Conference contribution
Deep Learning Compatible Differentiable X-ray Projections for Inverse Rendering (2021)
Shetty K, Birkhold A, Strobel N, Egger B, Jaganathan S, Kowarschik M, Maier A
Conference contribution
Dataset on Bi- and Multi-nucleated Tumor Cells in Canine Cutaneous Mast Cell Tumors (2021)
Bertram CA, Donovan TA, Tecilla M, Bartenschlager F, Fragoso M, Wilm F, Marzahl C, et al.
Conference contribution
Abstract: Are Fast Labeling Methods Reliable?: A Case Study of Computer-aided Expert Annotations on Microscopy Slides (2021)
Marzahl C, Bertram CA, Aubreville M, Petrick A, Weiler K, Gläsel AC, Fragoso M, et al.
Conference contribution
Cell Detection for Asthma on Partially Annotated Whole Slide Images: Learning to be EXACT (2021)
Marzahl C, Bertram CA, Wilm F, Voigt J, Barton AK, Klopfleisch R, Breininger K, et al.
Conference contribution
A Completely Annotated Whole Slide Image Dataset of Canine Breast Cancer to Aid Human Breast Cancer Research (2021)
Aubreville M, Bertram CA, Donovan TA, Marzahl C, Maier A, Klopfleisch R
Conference contribution