Shadi Albarqouni

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Medeauteurs

Nassir NavabProfessor of Computer Science, Technische Universität MünchenGeverifieerd e-mailadres voor cs.tum.edu
Christoph BaurDirector Software Imaging Products at Rohde & Schwarz GmbH & Co. KGGeverifieerd e-mailadres voor tum.de
Bene WiestlerDept. of Neuroradiology, TUMGeverifieerd e-mailadres voor tum.de
Slobodan IlicSenior Key Expert Research Scientist, Siemens AG and Adjunct Professor at TUMGeverifieerd e-mailadres voor in.tum.de
Vasileios BelagiannisUlm UniversityGeverifieerd e-mailadres voor uni-ulm.de
Nicola RiekeNVIDIAGeverifieerd e-mailadres voor nvidia.com
Irene EspositoProfessor of Pathology, University of Düsseldorf, GermanyGeverifieerd e-mailadres voor med.uni-duesseldorf.de
Fausto MilletarìJohnson&JohnsonGeverifieerd e-mailadres voor its.jnj.com
Andrew TraskDeepMind, University of Oxford, and OpenMinedGeverifieerd e-mailadres voor google.com
Ronald M. Summers, MD, PhDNational Institutes of Health Clinical CenterGeverifieerd e-mailadres voor nih.gov
Sebastien OurselinProfessor of Healthcare Engineering, King's College LondonGeverifieerd e-mailadres voor kcl.ac.uk
Bram van GinnekenProfessor of Medical Image Analysis, Radboud UniversityGeverifieerd e-mailadres voor radboudumc.nl
Andreas K. MaierUniversity of Erlangen-NurembergGeverifieerd e-mailadres voor fau.de
Lena Maier-HeinProfessor, German Cancer Research CenterGeverifieerd e-mailadres voor dkfz.de
Carsten MarrInstitute of Computational Biology, Helmholtz Zentrum MünchenGeverifieerd e-mailadres voor helmholtz-muenchen.de
Daniel RueckertTechnical University of Munich and Imperial College LondonGeverifieerd e-mailadres voor tum.de
Leonidas GuibasProfessor of Computer Science, Stanford UniversityGeverifieerd e-mailadres voor cs.stanford.edu
Ender KonukogluETH ZurichGeverifieerd e-mailadres voor vision.ee.ethz.ch
Danail StoyanovProfessor of Robot Vision, University College LondonGeverifieerd e-mailadres voor ucl.ac.uk
Guillaume LandryDepartment of Radiation Oncology, University Hospital, LMU MunichGeverifieerd e-mailadres voor med.uni-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	1427	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	439	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	244	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	226	2018
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	157	2020
GANs for medical image analysis S Kazeminia, C Baur, A Kuijper, B van Ginneken, N Navab, S Albarqouni, ... Artificial Intelligence in Medicine, 101938, 2020	143	2020
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	127	2019
Semi-supervised deep learning for fully convolutional networks C Baur, S Albarqouni, N Navab International Conference on Medical Image Computing and Computer-Assisted …, 2017	90	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	74*	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	62	2020
Capsule networks against medical imaging data challenges A Jiménez-Sánchez, S Albarqouni, D Mateus Intravascular Imaging and Computer Assisted Stenting and Large-Scale …, 2018	58	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	50	2015
Autoencoders for Unsupervised Anomaly Segmentation in Brain MR Images: A Comparative Study C Baur, S Denner, B Wiestler, N Navab, S Albarqouni Medical Image Analysis 101952, 2021	49	2021
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	38	2019
Deep learning and data labeling for medical applications G Carneiro, D Mateus, L Peter, A Bradley, JMRS Tavares, V Belagiannis, ...	35	2016
Image-to-images translation for multi-task organ segmentation and bone suppression in chest x-ray radiography M Eslami, S Tabarestani, S Albarqouni, E Adeli, N Navab, M Adjouadi IEEE transactions on medical imaging 39 (7), 2553-2565, 2020	30	2020
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	28	2018
Perceptual Embedding Consistency for Seamless Reconstruction of Tilewise Style Transfer A Lahiani, N Navab, S Albarqouni, E Klaiman Medical Image Computing and Computer Assisted Intervention, 568-576, 2019	26*	2019
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	26	2016
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	21	2019

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