G. Urban

发表

Analysis of Deep Neural Networks with Extended Data Jacobian Matrix

Jeff A. Bilmes, Matthew Richardson, Rich Caruana, 2016, ICML.

Automated synaptic connectivity inference for volume electron microscopy

G. Urban, Sven Dorkenwald, Philipp J Schubert, 2017, Nature Methods.

Deep Learning Localizes and Identifies Polyps in Real Time With 96% Accuracy in Screening Colonoscopy.

P. Baldi, G. Urban, Priya Tripathi, 2018, Gastroenterology.

Jet flavor classification in high-energy physics with deep neural networks

P. Baldi, D. Whiteson, G. Urban, 2016, 1607.08633.

N EED TO BE D EEP AND C ONVOLUTIONAL ?

S. Kahou, R. Caruana, Shengjie Wang, 2017 .

Training and Validation of Deep Neural Networks for the Prediction of 90-Day Post-Liver Transplant Mortality Using UNOS Registry Data.

P. Baldi, G. Urban, B. D. Ershoff, 2020, Transplantation proceedings.

ilastik for Multi-modal Brain Tumor Segmentation

G. Urban, U. Köthe, F. Hamprecht, 2014 .

Multi-modal Brain Tumor Segmentation using Deep Convolutional Neural Networks

Fred A. Hamprecht, Martin Bendszus, Gregor Urban, 2014 .

Weakly Supervised Polyp Segmentation in Colonoscopy Images Using Deep Neural Networks

P. Baldi, G. Urban, Siwei Chen, 2022, J. Imaging.

Deep MRI brain extraction: A 3D convolutional neural network for skull stripping

Klaus H. Maier-Hein, Martin Bendszus, Daniel Schwarz, 2016, NeuroImage.

Combining Deep Learning With Optical Coherence Tomography Imaging to Determine Scalp Hair and Follicle Counts

Gregor Urban, Pierre Baldi, Nate Feil, 2020, Lasers in surgery and medicine.

Accurate Identification of the Trabecular Meshwork under Gonioscopic View in Real Time Using Deep Learning

P. Baldi, G. Urban, W. Alward, 2021, Ophthalmology Glaucoma.

SSpro/ACCpro 6: almost perfect prediction of protein secondary structure and relative solvent accessibility using profiles, deep learning and structural similarity

P. Baldi, G. Urban, C. Magnan, 2022, Bioinform..

Deep learning for chemical reaction prediction

Gregor Urban, Pierre Baldi, David Fooshee, 2018 .

133 - Computer-Assisted Polyp Detection Identifies all Polyps Found by Expert Colonoscopists – And then Some

Andrew Q. Ninh, Kenneth J. Chang, P. Baldi, 2018 .

Do Deep Convolutional Nets Really Need to be Deep and Convolutional?

Matthew Richardson, Rich Caruana, Matthai Philipose, 2016, ICLR.

Deep Semi-Supervised Learning Improves Universal Peptide Identification of Shotgun Proteomics Data

Pierre Baldi, David M. Rocke, Gregor Urban, 2020, bioRxiv.

Do Deep Convolutional Nets Really Need to be Deep (Or Even Convolutional)? pdf

Matthew Richardson, Rich Caruana, Matthai Philipose, 2016, ArXiv.

Deep Learning for Drug Discovery and Cancer Research: Automated Analysis of Vascularization Images

Pierre Baldi, Chris Hughes, Gregor Urban, 2019, IEEE/ACM Transactions on Computational Biology and Bioinformatics.

Blending LSTMs into CNNs

Matthew Richardson, Rich Caruana, Matthai Philipose, 2015, ICLR 2016.

Protein profiles: Biases and protocols

Gianluca Pollastri, Gregor Urban, Mirko Torrisi, 2020, bioRxiv.

Classifying shoulder implants in X-ray images using deep learning

Kazunori Okada, Gregor Urban, Saman Porhemmat, 2020, Computational and structural biotechnology journal.