I³-Lab - Modell-gestütztes maschinelles Lernen für die Weichgewebsmodellierung in der Medizin

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Project Title

Institute

Softwaresysteme E-16
Medizintechnische und Intelligente Systeme E-1
Strukturdynamik M-14
Kontinuums- und Werkstoffmechanik M-15

Principal Investigator

Schupp, Sibylle
Schlaefer, Alexander
Hoffmann, Norbert
Cyron, Christian J.

Status

Laufend

Duration

01-03-2019

28-02-2022

Funding Organization

Technische Universität Hamburg

Parent project

I³-Programm

Results 1-3 of 3

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	Issue Date	Title	Type	Author(s)
1	8-Sep-2021	Predictive constitutive modelling of arteries by deep learning	Article	Holzapfel, Gerhard A. ; Linka, Kevin ; Sherifova, Selda ; Cyron, Christian J.
2	15-Mar-2021	Constitutive artificial neural networks: a fast and general approach to predictive data-driven constitutive modeling by deep learning	Article	Linka, Kevin ; Hillgärtner, Markus ; Abdolazizi, Kian Philipp ; Aydin, Roland C. ; Itskov, Mikhail ; Cyron, Christian J.
3	2021	Tailored methods for segmentation of intravascular ultrasound images via convolutional neural networks	Chapter/Article (Proceedings)	Bargsten, Lennart ; Riedl, Katharina A. ; Wissel, Tobias ; Brunner, Fabian J. ; Schaefers, Klaus ; Sprenger, Johanna ; Grass, Michael ; Seiffert, Moritz ; Blankenberg, Stefan ; Schlaefer, Alexander