Nicola Rieke
Nicola Rieke
Verified email at nvidia.com - Homepage
Title
Cited by
Cited by
Year
The Future of Digital Health with Federated Learning
N Rieke, J Hancox, L Wenqi, F Milletari, H Roth, S Albarquoni, S Bakas, ...
https://www.nature.com/articles/s41746-020-00323-1 3 (1), 119, 2020
1482020
Privacy-preserving Federated Brain Tumour Segmentation
W Li, F Milletarì, D Xu, N Rieke, J Hancox, W Zhu, M Baust, Y Cheng, ...
International Workshop on Machine Learning in Medical Imaging, 133-141, 2019
1192019
Concurrent Segmentation and Localization for Tracking of Surgical Instruments
N Rieke, I Laina, C Rupprecht, JP Vizcaino, A Eslami, F Tombari, ...
International Conference on Medical Image Computing and Computer-Assisted …, 2017
1122017
Concurrent Segmentation and Localization for Tracking of Surgical Instruments
I Laina, N Rieke, C Rupprecht, JP Vizcaíno, A Eslami, F Tombari, ...
arXiv preprint arXiv:1703.10701, 2017
1122017
Robotic instrument segmentation challenge
M Allan, A Shvets, T Kurmann, Z Zhang, R Duggal, YH Su, N Rieke, ...
arXiv preprint arXiv:1902.06426, 2017
462017
2017 Robotic Instrument Segmentation Challenge
M Allan, A Shvets, T Kurmann, Z Zhang, R Duggal, YH Su, N Rieke, ...
arXiv preprint arXiv:1902.06426, 2019
452019
Surgical tool tracking and pose estimation in retinal microsurgery
N Rieke, DJ Tan, M Alsheakhali, F Tombari, CA di San Filippo, ...
International Conference on Medical Image Computing and Computer-Assisted …, 2015
402015
Real-time localization of articulated surgical instruments in retinal microsurgery
N Rieke, DJ Tan, CA di San Filippo, F Tombari, M Alsheakhali, ...
Medical image analysis 34, 82-100, 2016
322016
CFCM: Segmentation via Coarse to Fine Context Memory
F Milletari, N Rieke, M Baust, M Esposito, N Navab
Medical Image Computing and Computer Assisted Intervention -- MICCAI 2018, 2018
302018
Real-Time Online Adaption for Robust Instrument Tracking and Pose Estimation
N Rieke, DJ Tan, F Tombari, JP Vizcaíno, CA di San Filippo, A Eslami, ...
International Conference on Medical Image Computing and Computer-Assisted …, 2016
132016
Common limitations of image processing metrics: A picture story
A Reinke, M Eisenmann, MD Tizabi, CH Sudre, T Rädsch, M Antonelli, ...
arXiv preprint arXiv:2104.05642, 2021
82021
Fast 5DOF needle tracking in iOCT
J Weiss, N Rieke, MA Nasseri, M Maier, A Eslami, N Navab
International journal of computer assisted radiology and surgery, 1-10, 2018
62018
Federated learning for predicting clinical outcomes in patients with COVID-19
I Dayan, HR Roth, A Zhong, A Harouni, A Gentili, AZ Abidin, A Liu, ...
Nature Medicine, 1-9, 2021
32021
Rapid Artificial Intelligence Solutions in a Pandemic-The COVID-19-20 Lung CT Lesion Segmentation Challenge
H Roth, Z Xu, CT Diez, RS Jacob, J Zember, J Molto, W Li, S Xu, ...
32021
Computer Vision and Machine Learning for Surgical Instrument Tracking: Focus: Random Forest-Based Microsurgical Tool Tracking
N Rieke, F Tombari, N Navab
Computer Vision for Assistive Healthcare, 105-126, 2018
32018
Federated Learning used for predicting outcomes in SARS-COV-2 patients
M Flores, I Dayan, H Roth, A Zhong, A Harouni, A Gentili, A Abidin, A Liu, ...
3
The future of digital health with federated learning. npj Digital Medicine 3, 1 (14 Sep 2020), 119
N Rieke, J Hancox, W Li, F Milletarì, HR Roth, S Albarqouni, S Bakas, ...
22020
Domain Adaptation and Representation Transfer and Medical Image Learning with Less Labels and Imperfect Data: First MICCAI Workshop, DART 2019, and First International Workshop …
Q Wang, F Milletari, HV Nguyen, S Albarqouni, MJ Cardoso, N Rieke, ...
Springer Nature, 2019
22019
Automatic ioct positioning during membrane peeling via real-time high resolution surgical forceps tracking
N Rieke, S Duca, N Navab, A Eslami
ARVO Conf, 2016
22016
Ultrasound interactive segmentation with tensor-graph methods
N Rieke, C Hennersperger, D Mateus, N Navab
2014 IEEE 11th International Symposium on Biomedical Imaging (ISBI), 690-693, 2014
22014
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Articles 1–20