Gregor Urban

Publication Activity (10 Years)

Years Active: 2015-2022
Publications (10 Years): 8

Top Topics

Solvent Accessibility

Protein Secondary Structure

Weakly Supervised

Top Venues

IEEE ACM Trans. Comput. Biol. Bioinform.

Publications

Gregor Urban, Christophe N. Magnan, Pierre Baldi
SSpro/ACCpro 6: almost perfect prediction of protein secondary structure and relative solvent accessibility using profiles, deep learning and structural similarity. Bioinform. 38 (7) (2022)
Siwei Chen, Gregor Urban, Pierre Baldi
Weakly Supervised Polyp Segmentation in Colonoscopy Images Using Deep Neural Networks. J. Imaging 8 (5) (2022)
Gregor Urban, Kevin Bache, Duc T. T. Phan, Agua Sobrino, Alexander Shmakov, Stephanie J. Hachey, Christopher C. W. Hughes, Pierre Baldi
Deep Learning for Drug Discovery and Cancer Research: Automated Analysis of Vascularization Images. IEEE ACM Trans. Comput. Biol. Bioinform. 16 (3) (2019)
Gregor Urban, Niranjan Subrahmanya, Pierre Baldi
Inner and Outer Recursive Neural Networks for Chemoinformatics Applications. J. Chem. Inf. Model. 58 (2) (2018)
Gregor Urban, Krzysztof J. Geras, Samira Ebrahimi Kahou, Özlem Aslan, Shengjie Wang, Abdelrahman Mohamed, Matthai Philipose, Matthew Richardson, Rich Caruana
Do Deep Convolutional Nets Really Need to be Deep and Convolutional? ICLR (Poster) (2017)
Gregor Urban, Krzysztof J. Geras, Samira Ebrahimi Kahou, Özlem Aslan, Shengjie Wang, Rich Caruana, Abdelrahman Mohamed, Matthai Philipose, Matthew Richardson
Do Deep Convolutional Nets Really Need to be Deep (Or Even Convolutional)? CoRR (2016)
Shengjie Wang, Abdel-rahman Mohamed, Rich Caruana, Jeff A. Bilmes, Matthai Philipose, Matthew Richardson, Krzysztof J. Geras, Gregor Urban, Özlem Aslan
Analysis of Deep Neural Networks with Extended Data Jacobian Matrix. ICML (2016)
Jens Kleesiek, Gregor Urban, Alexander Hubert, Daniel Schwarz, Klaus H. Maier-Hein, Martin Bendszus, Armin Biller
Deep MRI brain extraction: A 3D convolutional neural network for skull stripping. NeuroImage 129 (2016)
Krzysztof J. Geras, Abdel-rahman Mohamed, Rich Caruana, Gregor Urban, Shengjie Wang, Özlem Aslan, Matthai Philipose, Matthew Richardson, Charles Sutton
Compressing LSTMs into CNNs. CoRR (2015)