Shadi Albarqouni

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	Alles	Sinds 2016
Citaties	2414	2389
h-index	16	16
i10-index	24	24

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20162017201820192020202118 89 314 769 1147 21

Medeauteurs

Nassir NavabProfessor of Computer Science, Technische Universität MünchenGeverifieerd e-mailadres voor cs.tum.edu
Christoph BaurPhD student of Computer Science, TU MünchenGeverifieerd e-mailadres voor tum.de
Stefanie DemirciGeverifieerd e-mailadres voor uludag.dataprivacynow.com
Bene WiestlerDept. of Neuroradiology, TUMGeverifieerd e-mailadres voor tum.de
Vasileios BelagiannisUlm UniversityGeverifieerd e-mailadres voor uni-ulm.de
Slobodan IlicSenior Key Expert Research Scientist, Siemens AG and Adjunct Professor at TUMGeverifieerd e-mailadres voor in.tum.de
Andreas K. MaierUniversity of Erlangen-NurembergGeverifieerd e-mailadres voor informatik.uni-erlangen.de
Bram van GinnekenProfessor of Medical Image Analysis, Radboud UniversityGeverifieerd e-mailadres voor radboudumc.nl
Fausto MilletarìJohnson&JohnsonGeverifieerd e-mailadres voor its.jnj.com
Nicola RiekeNVIDIAGeverifieerd e-mailadres voor nvidia.com
Norbert StrobelUniversity of Applied Sciences Würzburg-SchweinfurtGeverifieerd e-mailadres voor fhws.de
Prof. Dr.-Ing. Lena Maier-HeinProfessor, German Cancer Research CenterGeverifieerd e-mailadres voor dkfz.de
Andrew TraskDeepMind, University of Oxford, and OpenMinedGeverifieerd e-mailadres voor google.com
Ronald M. Summers, MD, PhDNational Institutes of HealthGeverifieerd e-mailadres voor nih.gov
Sebastien OurselinProfessor of Healthcare Engineering, King's College LondonGeverifieerd e-mailadres voor kcl.ac.uk
Peter B. NoëlUniversity of PennsylvaniaGeverifieerd e-mailadres voor uphs.upenn.edu
Danail StoyanovProfessor of Robot Vision, University College LondonGeverifieerd e-mailadres voor ucl.ac.uk
Leonidas GuibasProfessor of Computer Science, Stanford UniversityGeverifieerd e-mailadres voor cs.stanford.edu
Ender KonukogluETH ZurichGeverifieerd e-mailadres voor vision.ee.ethz.ch
Carsten MarrInstitute of Computational Biology, Helmholtz Zentrum MünchenGeverifieerd e-mailadres voor helmholtz-muenchen.de

Shadi Albarqouni

AI Group Leader at Helmholtz Zentrum München | TUM Junior Fellow | fmr. Imperial College and ETH

Geverifieerd e-mailadres voor helmholtz-muenchen.de - Homepage

Machine Learning Deep Learning Medical Imaging Medical Image Analysis Federated Learning


Titel Sorteren op citaties Sorteren op jaar Sorteren op titel	Geciteerd door Geciteerd door	Jaar
Diagnostic assessment of deep learning algorithms for detection of lymph node metastases in women with breast cancer BE Bejnordi, M Veta, PJ Van Diest, B Van Ginneken, N Karssemeijer, ... Jama 318 (22), 2199-2210, 2017	1009	2017
Aggnet: deep learning from crowds for mitosis detection in breast cancer histology images S Albarqouni, C Baur, F Achilles, V Belagiannis, S Demirci, N Navab IEEE transactions on medical imaging 35 (5), 1313-1321, 2016	351	2016
Structure-preserving color normalization and sparse stain separation for histological images A Vahadane, T Peng, A Sethi, S Albarqouni, L Wang, M Baust, K Steiger, ... IEEE transactions on medical imaging 35 (8), 1962-1971, 2016	164	2016
Deep autoencoding models for unsupervised anomaly segmentation in brain MR images C Baur, B Wiestler, S Albarqouni, N Navab International MICCAI Brainlesion Workshop, 161-169, 2018	134	2018
Staingan: Stain style transfer for digital histological images MT Shaban, C Baur, N Navab, S Albarqouni 2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019 …, 2019	83	2019
GANs for medical image analysis S Kazeminia, C Baur, A Kuijper, B van Ginneken, N Navab, S Albarqouni, ... Artificial Intelligence in Medicine, 101938, 2020	77	2020
Semi-supervised deep learning for fully convolutional networks C Baur, S Albarqouni, N Navab International Conference on Medical Image Computing and Computer-Assisted …, 2017	71	2017
Generating highly realistic images of skin lesions with GANs C Baur, S Albarqouni, N Navab OR 2.0 Context-Aware Operating Theaters, Computer Assisted Robotic Endoscopy …, 2018	52*	2018
Structure-preserved color normalization for histological images A Vahadane, T Peng, S Albarqouni, M Baust, K Steiger, AM Schlitter, ... 2015 IEEE 12th International Symposium on Biomedical Imaging (ISBI), 1012-1015, 2015	36	2015
Capsule networks against medical imaging data challenges A Jiménez-Sánchez, S Albarqouni, D Mateus Intravascular Imaging and Computer Assisted Stenting and Large-Scale …, 2018	34	2018
An objective comparison of detection and segmentation algorithms for artefacts in clinical endoscopy S Ali, F Zhou, B Braden, A Bailey, S Yang, G Cheng, P Zhang, X Li, ... Scientific reports 10 (1), 1-15, 2020	26	2020
The future of digital health with federated learning N Rieke, J Hancox, W Li, F Milletari, H Roth, S Albarqouni, S Bakas, ... npj Digital Medicine 3 (119), 2020	24	2020
Parsing human skeletons in an operating room V Belagiannis, X Wang, HBB Shitrit, K Hashimoto, R Stauder, Y Aoki, ... Machine Vision and Applications 27 (7), 1035-1046, 2016	22	2016
Domain and geometry agnostic CNNs for left atrium segmentation in 3D ultrasound MA Degel, N Navab, S Albarqouni International Conference on Medical Image Computing and Computer-Assisted …, 2018	20	2018
InceptionGCN: receptive field aware graph convolutional network for disease prediction A Kazi, S Shekarforoush, SA Krishna, H Burwinkel, G Vivar, K Kortüm, ... International Conference on Information Processing in Medical Imaging, 73-85, 2019	18	2019
Scene coordinate and correspondence learning for image-based localization M Bui, S Albarqouni, S Ilic, N Navab 29th British Machine Vision Conference, Newcastle, UK, 2018	16	2018
Automatic classification of proximal femur fractures based on attention models A Kazi, S Albarqouni, AJ Sanchez, S Kirchhoff, P Biberthaler, N Navab, ... International Workshop on Machine Learning in Medical Imaging, 70-78, 2017	15	2017
Fusing unsupervised and supervised deep learning for white matter lesion segmentation C Baur, B Wiestler, S Albarqouni, N Navab International Conference on Medical Imaging with Deep Learning, 63-72, 2019	14	2019
Intraoperative stent segmentation in X-ray fluoroscopy for endovascular aortic repair K Breininger, S Albarqouni, T Kurzendorfer, M Pfister, M Kowarschik, ... International journal of computer assisted radiology and surgery 13 (8 …, 2018	14	2018
X-ray in-depth decomposition: Revealing the latent structures S Albarqouni, J Fotouhi, N Navab International Conference on Medical Image Computing and Computer-Assisted …, 2017	14	2017

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