Gregor Urban

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Pierre BaldiProfessor, University of California, IrvineE-mail confirmado em ics.uci.edu
Krzysztof J. GerasNew York UniversityE-mail confirmado em nyu.edu
Abdelrahman MohamedResearch scientist, Facebook AI ResearchE-mail confirmado em fb.com
Matthai PhiliposeResearcher, MicrosoftE-mail confirmado em microsoft.com
Matthew RichardsonMicrosoft ResearchE-mail confirmado em microsoft.com
Rich CaruanaMicrosoft ResearchE-mail confirmado em microsoft.com
William KarnesProfessor of Medicine, University of California, IrvineE-mail confirmado em uci.edu
Shengjie WangNew York University ShanghaiE-mail confirmado em nyu.edu
Jens KleesiekInstitute for AI in Medicine (IKIM), University Hospital EssenE-mail confirmado em uni-due.de
Fred A. HamprechtProfessor, Heidelberg UniversityE-mail confirmado em iwr.uni-heidelberg.de
Samira Ebrahimi KahouAssistant Professor, University of Calgary/Mila/Canada CIFAR AI ChairE-mail confirmado em ucalgary.ca
Klaus H. Maier-HeinProfessor, Medical Image Computing, German Cancer Research CenterE-mail confirmado em dkfz.de
Julian ColladoHiddenLayer Inc.E-mail confirmado em uci.edu
Amin TavakoliPost doctoral fellow, California Institute of TechnologyE-mail confirmado em caltech.edu
Charles SuttonGoogle, University of EdinburghE-mail confirmado em inf.ed.ac.uk
Joergen M KornfeldResearch Group Leader, MPI for Biological IntelligenceE-mail confirmado em bi.mpg.de
Fabian SvaraCEO, ariadne.aiE-mail confirmado em ariadne.ai
Philipp J. SchubertramblrE-mail confirmado em ramblr.ai
Sven DorkenwaldAllen Institute, University of Washington, Google ResearchE-mail confirmado em alleninstitute.org
Lincoln D CarrProfessor of Physics and Quantum Engineering, Colorado School of MinesE-mail confirmado em mines.edu

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Gregor Urban

Google

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Machine Learning Computer Vision Deep Learning Bioinformatics


Título Ordenar por citações Ordenar por ano Ordenar por título	Citado por Citado por	Ano
Deep learning localizes and identifies polyps in real time with 96% accuracy in screening colonoscopy G Urban, P Tripathi, T Alkayali, M Mittal, F Jalali, W Karnes, P Baldi Gastroenterology 155 (4), 1069-1078. e8, 2018	724	2018
Deep MRI brain extraction: A 3D convolutional neural network for skull stripping J Kleesiek, G Urban, A Hubert, D Schwarz, K Maier-Hein, M Bendszus, ... NeuroImage 129, 460-469, 2016	610	2016
Jet flavor classification in high-energy physics with deep neural networks D Guest, J Collado, P Baldi, SC Hsu, G Urban, D Whiteson Physical Review D 94 (11), 112002, 2016	324	2016
Multi-modal brain tumor segmentation using deep convolutional neural networks G Urban, M Bendszus, F Hamprecht, J Kleesiek MICCAI BraTS (brain tumor segmentation) challenge. Proceedings, winning …, 2014	301	2014
Do deep convolutional nets really need to be deep and convolutional? G Urban, KJ Geras, SE Kahou, O Aslan, S Wang, R Caruana, A Mohamed, ... ICLR 2017 Conference, 2016	293	2016
Deep learning for chemical reaction prediction D Fooshee, A Mood, E Gutman, M Tavakoli, G Urban, F Liu, N Huynh, ... Molecular Systems Design & Engineering 3 (3), 442-452, 2018	229	2018
Automated synaptic connectivity inference for volume electron microscopy S Dorkenwald, PJ Schubert, MF Killinger, G Urban, S Mikula, F Svara, ... Nature methods 14 (4), 435-442, 2017	142	2017
Joint model training O Aslan, R Caruana, MR Richardson, A Mohamed, M Philipose, K Geras, ... US Patent App. 15/195,894, 2017	97	2017
Ilastik for multi-modal brain tumor segmentation J Kleesiek, A Biller, G Urban, U Kothe, M Bendszus, F Hamprecht Proceedings MICCAI BraTS (brain tumor segmentation challenge) 12, 17, 2014	93	2014
Deep learning for drug discovery and cancer research: Automated analysis of vascularization images G Urban, K Bache, DTT Phan, A Sobrino, AK Shmakov, SJ Hachey, ... IEEE/ACM transactions on computational biology and bioinformatics 16 (3 …, 2018	75	2018
Blending lstms into cnns KJ Geras, A Mohamed, R Caruana, G Urban, S Wang, O Aslan, ... arXiv preprint arXiv:1511.06433, 2015	74*	2015
Classifying shoulder implants in X-ray images using deep learning G Urban, S Porhemmat, M Stark, B Feeley, K Okada, P Baldi Computational and structural biotechnology journal 18, 967-972, 2020	61	2020
Training and validation of deep neural networks for the prediction of 90-day post-liver transplant mortality using UNOS registry data BD Ershoff, CK Lee, CL Wray, VG Agopian, G Urban, P Baldi, ... Transplantation proceedings 52 (1), 246-258, 2020	56	2020
Do deep convolutional nets really need to be deep (or even convolutional)? G Urban, KJ Geras, SE Kahou, OAS Wang, R Caruana, A Mohamed, ...	46	2016
Analysis of deep neural networks with extended data jacobian matrix S Wang, A Mohamed, R Caruana, J Bilmes, M Plilipose, M Richardson, ... International Conference on Machine Learning, 718-726, 2016	45	2016
Inner and outer recursive neural networks for chemoinformatics applications G Urban, N Subrahmanya, P Baldi Journal of chemical information and modeling 58 (2), 207-211, 2018	26	2018
Combining deep learning with optical coherence tomography imaging to determine scalp hair and follicle counts G Urban, N Feil, E Csuka, K Hashemi, C Ekelem, F Choi, NA Mesinkovska, ... Lasers in Surgery and Medicine 53 (1), 171-178, 2021	23	2021
Su1642 Automated polyp detection using deep learning: leveling the field WE Karnes, T Alkayali, M Mittal, A Patel, J Kim, KJ Chang, AQ Ninh, ... Gastrointestinal Endoscopy 85 (5), AB376-AB377, 2017	19	2017
SSpro/ACCpro 6: almost perfect prediction of protein secondary structure and relative solvent accessibility using profiles, deep learning and structural similarity G Urban, CN Magnan, P Baldi Bioinformatics 38 (7), 2064-2065, 2022	14	2022
Weakly supervised polyp segmentation in colonoscopy images using deep neural networks S Chen, G Urban, P Baldi Journal of Imaging 8 (5), 121, 2022	11	2022

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