Shadi Albarqouni

Citované v

	Všetky	Od 2020
Citácie	12333	11014
h-index	38	37
i10-index	75	71

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20172018201920202021202220232024202590 323 808 1177 1880 2247 2511 2719 448

Verejný prístup

všetky položky

29 článkov

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Na základe mandátov na financovanie

Spoluautori

Nassir NavabProfessor of Computer Science, Technische Universität MünchenOverená e-mailová adresa na: cs.tum.edu
Christoph BaurDirector Software Imaging Products at Rohde & Schwarz GmbH & Co. KGOverená e-mailová adresa na: tum.de
Nicola RiekeNVIDIAOverená e-mailová adresa na: nvidia.com
Stefanie DemirciVDI/VDE-ITOverená e-mailová adresa na: uludag.dataprivacynow.com
Slobodan IlicSenior Key Expert Research Scientist, Siemens AG and Adjunct Professor at TUMOverená e-mailová adresa na: in.tum.de
Fausto MilletarìPaige.aiOverená e-mailová adresa na: paige.ai
Vasileios BelagiannisProfessor, Friedrich-Alexander-Universität Erlangen-NürnbergOverená e-mailová adresa na: fau.de
Andrew TraskUniversity of Oxford and OpenMinedOverená e-mailová adresa na: openmined.org
Ronald M. Summers, MD, PhDNational Institutes of Health Clinical CenterOverená e-mailová adresa na: nih.gov
Sebastien OurselinProfessor of Healthcare Engineering, King's College LondonOverená e-mailová adresa na: kcl.ac.uk
Karsten KortuemUniversity Eye Hospital UlmOverená e-mailová adresa na: kortuem.de
Daniel RueckertTechnical University of Munich and Imperial College LondonOverená e-mailová adresa na: tum.de
Hendrik BurwinkelMachine Learning Research Scientist, Carl Zeiss Meditec AGOverená e-mailová adresa na: tum.de
Irene EspositoProfessor of Pathology, University of Düsseldorf, GermanyOverená e-mailová adresa na: med.uni-duesseldorf.de
Bram van GinnekenProfessor of Medical Image Analysis, Radboud UniversityOverená e-mailová adresa na: radboudumc.nl
Agnieszka TomczakOverená e-mailová adresa na: tum.de
Lena Maier-HeinProfessor, German Cancer Research CenterOverená e-mailová adresa na: dkfz.de
Julien CornebiseHon. Associate Professor, University College LondonOverená e-mailová adresa na: ucl.ac.uk
Daniel SonntagDFKI and University of OldenburgOverená e-mailová adresa na: dfki.de
Pengtao XieAssistant Professor, UC San Diego; Adjunct Faculty, MBZUAIOverená e-mailová adresa na: eng.ucsd.edu

Sledovať

Shadi Albarqouni

Professor of Computational Medical Imaging Research @Uni. Bonn | AI Group Leader @HelmholtzAI

Overená e-mailová adresa na: uni-bonn.de - Domovská stránka

Machine Learning Deep Learning Federated Learning Medical Image Analysis Medical Image Computing


Názov Zoradiť podľa citácií Zoradiť podľa roka Zoradiť podľa názvu	Citované v Citované v	Rok
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	3357	2017
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	2057	2020
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	822	2016
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	717	2016
Deep autoencoding models for unsupervised anomaly segmentation in brain MR images C Baur, B Wiestler, S Albarqouni, N Navab Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries …, 2019	632	2019
GANs for medical image analysis S Kazeminia, C Baur, A Kuijper, B Van Ginneken, N Navab, S Albarqouni, ... Artificial intelligence in medicine 109, 101938, 2020	562	2020
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	390	2021
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	359	2019
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	213*	2018
InceptionGCN: receptive field aware graph convolutional network for disease prediction A Kazi, S Shekarforoush, S Arvind Krishna, H Burwinkel, G Vivar, ... Information Processing in Medical Imaging: 26th International Conference …, 2019	190	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	175	2017
Deep Learning and Data Labeling for Medical Applications: First International Workshop, LABELS 2016, and Second International Workshop, DLMIA 2016, Held in Conjunction with … G Carneiro, D Mateus, L Peter, A Bradley, JMRS Tavares, V Belagiannis, ... Springer, 2016	172	2016
Flamby: Datasets and benchmarks for cross-silo federated learning in realistic healthcare settings J Ogier du Terrail, SS Ayed, E Cyffers, F Grimberg, C He, R Loeb, ... Advances in Neural Information Processing Systems 35, 5315-5334, 2022	138	2022
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), 2748, 2020	125	2020
Inverse distance aggregation for federated learning with non-iid data Y Yeganeh, A Farshad, N Navab, S Albarqouni Domain Adaptation and Representation Transfer, and Distributed and …, 2020	116	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	116	2018
Fairness by Learning Orthogonal Disentangled Representations MH Sarhan, N Navab, A Eslami, S Albarqouni 16th European Conference on Computer Vision (ECCV), 2020	106	2020
The federated tumor segmentation (fets) challenge S Pati, U Baid, M Zenk, B Edwards, M Sheller, GA Reina, P Foley, ... arXiv preprint arXiv:2105.05874, 2021	102	2021
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	102	2020
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	77*	2019

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