Shadi Albarqouni
Shadi Albarqouni
Visiting Scientist at ETH Zürich | Senior Research Scientist and Team Lead at TU Munich
Bestätigte E-Mail-Adresse bei ethz.ch - Startseite
TitelZitiert vonJahr
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
5192017
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
2522016
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
882016
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
472018
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
432019
Semi-supervised deep learning for fully convolutional networks
C Baur, S Albarqouni, N Navab
International Conference on Medical Image Computing and Computer-Assisted …, 2017
402017
GANs for medical image analysis
S Kazeminia, C Baur, A Kuijper, B van Ginneken, N Navab, S Albarqouni, ...
arXiv preprint arXiv:1809.06222, 2018
322018
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
28*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
212015
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
192016
Capsule networks against medical imaging data challenges
A Jiménez-Sánchez, S Albarqouni, D Mateus
Intravascular Imaging and Computer Assisted Stenting and Large-Scale …, 2018
172018
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
102018
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
102018
CathNets: detection and single-view depth prediction of catheter electrodes
C Baur, S Albarqouni, S Demirci, N Navab, P Fallavollita
International Conference on Medical Imaging and Augmented Reality, 38-49, 2016
82016
Scene coordinate and correspondence learning for image-based localization
M Bui, S Albarqouni, S Ilic, N Navab
arXiv preprint arXiv:1805.08443, 2018
72018
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
72017
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
7*2017
Re-Evaluation and Re-Design Stand-Alone PV Solar Lighting Projects in Gaza
SN AlBarqouni
Master Thesis, Electrical Engineering Department, Islamic University of Gaza …, 2010
7*2010
A photon recycling approach to the denoising of ultra-low dose X-ray sequences
SG Hariharan, N Strobel, C Kaethner, M Kowarschik, S Demirci, ...
International journal of computer assisted radiology and surgery 13 (6), 847-854, 2018
62018
Playsourcing: a novel concept for knowledge creation in biomedical research
S Albarqouni, S Matl, M Baust, N Navab, S Demirci
Deep Learning and Data Labeling for Medical Applications, 269-277, 2016
62016
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