متابعة
Shadi Albarqouni
Shadi Albarqouni
Professor of Computational Medical Imaging Research @Uni. Bonn | AI Group Leader @HelmholtzAI
بريد إلكتروني تم التحقق منه على uni-bonn.de - الصفحة الرئيسية
عنوان
عدد مرات الاقتباسات
عدد مرات الاقتباسات
السنة
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
33872017
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
20922020
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
8272016
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
7192016
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
6332019
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
5682020
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
3922021
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
3592019
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
214*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
1942019
Semi-supervised deep learning for fully convolutional networks‏
C Baur, S Albarqouni, N Navab‏
International conference on medical image computing and computer-assisted …, 2017‏
1762017
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
1722016
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
1412022
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
1262020
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
1202020
Capsule networks against medical imaging data challenges‏
A Jiménez-Sánchez, S Albarqouni, D Mateus‏
Intravascular Imaging and Computer Assisted Stenting and Large-Scale …, 2018‏
1162018
Fairness by Learning Orthogonal Disentangled Representations‏
MH Sarhan, N Navab, A Eslami, S Albarqouni‏
16th European Conference on Computer Vision (ECCV), 2020‏
1082020
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
1022021
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
1022020
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
78*2019
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مقالات 1–20