Shadi Albarqouni

Получаване на мой собствен потребителски профил

Позовавания

	Всички	От 2019
Позовавания	11723	11193
h-индекс	37	36
i10-индекс	74	72

2600

1300

650

1950

2017201820192020202120222023202489 316 792 1168 1857 2259 2514 2532

Публичен достъп

Преглед на всички

27 статии

0 статии*

налични

неналични

Въз основа на изисквания при финансирането

Съавтори

Nassir NavabProfessor of Computer Science, Technische Universität MünchenПотвърден имейл адрес: cs.tum.edu
Christoph BaurDirector Software Imaging Products at Rohde & Schwarz GmbH & Co. KGПотвърден имейл адрес: tum.de
Nicola RiekeNVIDIAПотвърден имейл адрес: nvidia.com
Stefanie DemirciVDI/VDE-ITПотвърден имейл адрес: uludag.dataprivacynow.com
Slobodan IlicSenior Key Expert Research Scientist, Siemens AG and Adjunct Professor at TUMПотвърден имейл адрес: in.tum.de
Fausto MilletarìPaige.aiПотвърден имейл адрес: paige.ai
Vasileios BelagiannisProfessor, Friedrich-Alexander-Universität Erlangen-NürnbergПотвърден имейл адрес: fau.de
Andrew TraskUniversity of Oxford and OpenMinedПотвърден имейл адрес: openmined.org
Ronald M. Summers, MD, PhDNational Institutes of Health Clinical CenterПотвърден имейл адрес: nih.gov
Sebastien OurselinProfessor of Healthcare Engineering, King's College LondonПотвърден имейл адрес: kcl.ac.uk
Karsten KortuemUniversity Eye Hospital UlmПотвърден имейл адрес: kortuem.de
Daniel RueckertTechnical University of Munich and Imperial College LondonПотвърден имейл адрес: tum.de
Hendrik BurwinkelMachine Learning Research Scientist, Carl Zeiss Meditec AGПотвърден имейл адрес: tum.de
Irene EspositoProfessor of Pathology, University of Düsseldorf, GermanyПотвърден имейл адрес: med.uni-duesseldorf.de
Bram van GinnekenProfessor of Medical Image Analysis, Radboud UniversityПотвърден имейл адрес: radboudumc.nl
Julien CornebiseHon. Associate Professor, University College LondonПотвърден имейл адрес: ucl.ac.uk
Agnieszka TomczakПотвърден имейл адрес: tum.de
Daniel SonntagDFKI and University of OldenburgПотвърден имейл адрес: dfki.de
Pengtao XieAssistant Professor, UC San Diego; Adjunct Faculty, MBZUAIПотвърден имейл адрес: eng.ucsd.edu
Sai Praneeth KarimireddyUSCПотвърден имейл адрес: usc.edu

Следене

Shadi Albarqouni

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

Потвърден имейл адрес: uni-bonn.de - Начална страница

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


Заглавие Сортиране по цитати Сортиране по година Сортиране по заглавие	Позовавания Позовавания	Година
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	3279	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	1896	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	792	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	706	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	612	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	526	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	364	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	353	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	211*	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	179	2019
Semi-supervised deep learning for fully convolutional networks C Baur, S Albarqouni, N Navab Medical Image Computing and Computer Assisted Intervention− MICCAI 2017 …, 2017	165	2017
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
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	119	2022
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	113	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	112	2018
Deep learning and data labeling for medical applications G Carneiro, D Mateus, L Peter, A Bradley, JMRS Tavares, V Belagiannis, ...	104	2016
Fairness by Learning Orthogonal Disentangled Representations MH Sarhan, N Navab, A Eslami, S Albarqouni 16th European Conference on Computer Vision (ECCV), 2020	101	2020
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	96	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	90	2021
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	74*	2019

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