Philipp Grüning

Orcid: 0000-0003-2946-4020

According to our database1, Philipp Grüning authored at least 11 papers between 2012 and 2024.

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Bibliography

2024
Automated Computation of Therapies Using Failure Mode and Effects Analysis in the Medical Domain.
CoRR, 2024

2023
Connections Between Pairs of Filters Improve the Accuracy of Convolutional Neural Networks.
Proceedings of the International Joint Conference on Neural Networks, 2023

2022
Bio-inspired Min-Nets Improve the Performance and Robustness of Deep Networks.
CoRR, 2022

2021
Direct Inference of Cell Positions using Lens-Free Microscopy and Deep Learning.
Proceedings of the Medical Imaging with Deep Learning, 7-9 July 2021, Lübeck, Germany., 2021

FP-Nets for Blind Image Quality Assessment.
Proceedings of the Human Vision and Electronic Imaging 2021, Virtual Event, January 2021., 2021

2020
A Multi-Organ Nucleus Segmentation Challenge.
IEEE Trans. Medical Imaging, 2020

Feature Products Yield Efficient Networks.
CoRR, 2020

Robust and Markerfree in vitro Axon Segmentation with CNNs.
Proceedings of the Wireless Mobile Communication and Healthcare, 2020

Deep Neural-Gas Clustering for Instance Segmentation across Imaging Experiments.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Log-Nets: Logarithmic Feature-Product Layers Yield More Compact Networks.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2020, 2020

2012
Estimation for error sources for optical head tracking in cranial radiation therapy.
Proceedings of the 11. Jahrestagung der Deutschen Gesellschaft für Computer- und Roboterassistierte Chirurgie, 2012


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