Rheinisch-Westfälische Technische Hochschule (RWTH) Aachen
University / College
Location:
Aachen,
Germany (DE)
ISNI: 000000010728696X
ROR: https://ror.org/04xfq0f34
Deep Multi-Modal Encoder-Decoder Networks for Shape Constrained Segmentation and Joint Representation Learning (2019)
Bouteldja N, Merhof D, Ehrhardt J, Heinrich MP
Conference contribution
Prediction of Liver Function Based on DCE-CT (2019)
Rippel O, Truhn D, Thüring J, Haarburger C, Kuhl CK, Merhof D
Conference contribution
Sodium Image Denoising Based on a Convolutional Denoising Autoencoder (2019)
Koppers S, Coussoux E, Romanzetti S, Reetz K, Merhof D
Conference contribution
Spherical Harmonic Residual Network for Diffusion Signal Harmonization (2019)
Koppers S, Bloy L, Berman J, Tax CMW, Edgar JC, Merhof D
Conference contribution
Muti-shell Diffusion MRI Harmonisation and Enhancement Challenge (MUSHAC): Progress and Results (2019)
Ning L, Bonet-Carne E, Grussu F, Sepehrband F, Kaden E, Veraart J, Blumberg SB, et al.
Conference contribution
Instance segmentation of biomedical images with an object-aware embedding learned with local constraints (2019)
Chen L, Strauch M, Merhof D
Conference contribution
GAN-based image enrichment in digital pathology boosts segmentation accuracy (2019)
Gupta L, Klinkhammer BM, Boor P, Merhof D, Gadermayr M
Conference contribution
Multi scale curriculum CNN for context-aware breast mri malignancy classification (2019)
Haarburger C, Baumgartner M, Truhn D, Broeckmann M, Schneider H, Schrading S, Kuhl C, Merhof D
Conference contribution
Combined Learning for Similar Tasks with Domain-Switching Networks (2019)
Bug D, Eschweiler D, Liu Q, Schock J, Weninger L, Feuerhake F, Schueler J, et al.
Conference contribution
Semantic segmentation of brain tumors in MRI data without any labels (2019)
Weninger L, Krauhausen I, Merhof D
Conference contribution