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01/20/2023
Impact of PCA-based preprocessing and different CNN structures on deformable registration of sonograms
Central venous catheters (CVC) are commonly inserted into the large vein...
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01/20/2023
Estimation of mitral valve hinge point coordinates – deep neural net for echocardiogram segmentation
Cardiac image segmentation is a powerful tool in regard to diagnostics a...
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08/27/2022
Practical applications of Set Shaping Theory in Huffman coding
One of the biggest criticisms of the Set Shaping Theory is the lack of a...
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11/15/2021
D^2Conv3D: Dynamic Dilated Convolutions for Object Segmentation in Videos
Despite receiving significant attention from the research community, the...
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03/04/2021
MDEmic in a use case for microscopy metadata harmonization: Facilitating FAIR principles in practical application with metadata annotation tools
While the FAIR principles are well accepted in the scientific community,...
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03/13/2020
Deep Deterministic Portfolio Optimization
Can deep reinforcement learning algorithms be exploited as solvers for o...
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06/21/2019
Uncertainty Modeling and Analysis of the European X-ray Free Electron Laser Cavities Manufacturing Process
This paper reports on comprehensive efforts on uncertainty quantificatio...
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06/21/2019
Uncertainty Modeling and Analysis of the European XFEL Cavities Manufacturing Process
This paper reports on comprehensive efforts on uncertainty quantificatio...
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03/13/2018
Dense Limit of the Dawid-Skene Model for Crowdsourcing and Regions of Sub-optimality of Message Passing Algorithms
Crowdsourcing is a strategy to categorize data through the contribution ...
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05/30/2017
Uncertainty Quantification of Oscillation Suppression during DBS in a Coupled Finite Element and Network Model
Models of the cortico-basal ganglia network and volume conductor models ...
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05/30/2017