Nicola Rieke

Orcid: 0000-0003-0241-9334

According to our database1, Nicola Rieke authored at least 21 papers between 2014 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Links

Online presence:

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Bibliography

2023
Guest Editorial Special Issue on Federated Learning for Medical Imaging: Enabling Collaborative Development of Robust AI Models.
IEEE Trans. Medical Imaging, 2023

CrossMoDA 2021 challenge: Benchmark of cross-modality domain adaptation techniques for vestibular schwannoma and cochlea segmentation.
Medical Image Anal., 2023

NVIDIA FLARE: Federated Learning from Simulation to Real-World.
IEEE Data Eng. Bull., 2023

Understanding metric-related pitfalls in image analysis validation.
CoRR, 2023

2022
Rapid artificial intelligence solutions in a pandemic - The COVID-19-20 Lung CT Lesion Segmentation Challenge.
Medical Image Anal., 2022

Metrics reloaded: Pitfalls and recommendations for image analysis validation.
CoRR, 2022

CrossMoDA 2021 challenge: Benchmark of Cross-Modality Domain Adaptation techniques for Vestibular Schwnannoma and Cochlea Segmentation.
CoRR, 2022

2021
Common Limitations of Image Processing Metrics: A Picture Story.
CoRR, 2021

2020
The future of digital health with federated learning.
npj Digit. Medicine, 2020

2019
2017 Robotic Instrument Segmentation Challenge.
CoRR, 2019

Privacy-Preserving Federated Brain Tumour Segmentation.
Proceedings of the Machine Learning in Medical Imaging - 10th International Workshop, 2019

2018
Fast 5DOF needle tracking in iOCT.
Int. J. Comput. Assist. Radiol. Surg., 2018

CFCM: Segmentation via Coarse to Fine Context Memory.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

2017
Concurrent Segmentation and Localization for Tracking of Surgical Instruments.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017

Automatic Initialization and Failure Detection for Surgical Tool Tracking in Retinal Microsurgery.
Proceedings of the Bildverarbeitung für die Medizin 2017 - Algorithmen - Systeme, 2017

Abstract: Real-Time Online Adaption for Robust Instrument Tracking and Pose Estimation.
Proceedings of the Bildverarbeitung für die Medizin 2017 - Algorithmen - Systeme, 2017

2016
Real-time localization of articulated surgical instruments in retinal microsurgery.
Medical Image Anal., 2016

Real-Time Online Adaption for Robust Instrument Tracking and Pose Estimation.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016

Image Descriptors in Angiography.
Proceedings of the Bildverarbeitung für die Medizin 2016 - Algorithmen - Systeme, 2016

2015
Surgical Tool Tracking and Pose Estimation in Retinal Microsurgery.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015

2014
Ultrasound interactive segmentation with tensor-graph methods.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014


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