| 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 | 1758 | 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 | 494 | 2016 |
| 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 | 330 | 2020 |
| 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 | 314 | 2018 |
| 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 | 310 | 2016 |
| 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 | 197 | 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 | 157 | 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 | 115 | 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 | 94* | 2018 |
| 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 | 89 | 2021 |
| Capsule networks against medical imaging data challenges A Jiménez-Sánchez, S Albarqouni, D Mateus Intravascular imaging and computer assisted stenting and large-scale …, 2018 | 73 | 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 | 68 | 2020 |
| InceptionGCN: receptive field aware graph convolutional network for disease prediction A Kazi, S Shekarforoush, S Arvind Krishna, H Burwinkel, G Vivar, ... International Conference on Information Processing in Medical Imaging, 73-85, 2019 | 60 | 2019 |
| 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 | 59 | 2015 |
| Deep learning and data labeling for medical applications G Carneiro, D Mateus, L Peter, A Bradley, JMRS Tavares, V Belagiannis, ... | 48 | 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 | 36 | 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 | 34* | 2019 |
| 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 | 30 | 2018 |
| 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 | 29 | 2016 |
| 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 | 28 | 2020 |
Nassir NavabProfessor of Computer Science, Technische Universität MünchenVerified email at cs.tum.edu
