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Nicola Rieke
Nicola Rieke
Verified email at nvidia.com - Homepage
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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
6592020
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
2982019
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 27 (10), 1735-1743, 2021
1702021
Concurrent segmentation and localization for tracking of surgical instruments
I Laina, N Rieke, C Rupprecht, JP Vizcaíno, A Eslami, F Tombari, ...
International conference on medical image computing and computer-assisted …, 2017
1472017
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
147*2017
Robotic instrument segmentation challenge
M Allan, A Shvets, T Kurmann, Z Zhang, R Duggal, YH Su, N Rieke, ...
arXiv preprint arXiv:1902.06426, 2017
922017
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
882019
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
702021
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
472016
Surgical tool tracking and pose estimation in retinal microsurgery
N Rieke, DJ Tan, M Alsheakhali, F Tombari, CA San Filippo, ...
International Conference on Medical Image Computing and Computer-Assisted …, 2015
452015
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
392018
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, ...
25
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, ...
242021
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 13 (6), 787-796, 2018
162018
Real-time online adaption for robust instrument tracking and pose estimation
N Rieke, DJ Tan, F Tombari, JP Vizcaíno, CA San Filippo, A Eslami, ...
International Conference on Medical Image Computing and Computer-Assisted …, 2016
162016
Metrics reloaded: Pitfalls and recommendations for image analysis validation
L Maier-Hein, A Reinke, E Christodoulou, B Glocker, P Godau, F Isensee, ...
arXiv preprint arXiv:2206.01653, 2022
152022
The future of digital health with federated learning. npj Digital Medicine 3 (1): 1 7
N Rieke, J Hancox, W Li, F Milletarì, HR Roth, S Albarqouni, S Bakas, ...
13*2020
CrossMoDA 2021 challenge: Benchmark of Cross-Modality Domain Adaptation techniques for Vestibular Schwnannoma and Cochlea Segmentation
R Dorent, A Kujawa, M Ivory, S Bakas, N Rieke, S Joutard, B Glocker, ...
arXiv preprint arXiv:2201.02831, 2022
92022
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
92018
Common limitations of performance metrics in biomedical image analysis
A Reinke, M Eisenmann, MD Tizabi, CH Sudre, T Rädsch, M Antonelli, ...
Medical Imaging with Deep Learning, 2021
72021
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