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  4. Design of reliable remobilisation finger implants with geometry elements of a triple periodic minimal surface structure via additive manufacturing of silicon nitride
 
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2023
Journal Article
Title

Design of reliable remobilisation finger implants with geometry elements of a triple periodic minimal surface structure via additive manufacturing of silicon nitride

Abstract
When finger joints become immobile due to an accident during sports or a widespread disease such as rheumatoid arthritis, customised finger joint implants are to be created. In an automated process chain, implants will be produced from ceramic or metallic materials. Artificial intelligence-supported software is used to calculate three-dimensional models of the finger bones from two-dimensional X-ray images. Then, the individual implant design is derived from the finger model and 3D printed. The 3D printing process and the structures used are evaluated via model tests and the final implant design via a reliability calculation in a way to ensure that this is also possible via an AI process in the future. Using additive manufacturing with silicon nitride-based ceramics, model specimens and implants are produced via the lithography-based ceramic vat photopolymerisation process with full geometry or elements of triple periodic minimal surfaces structure. The model specimens are tested experimentally, and the loads are matched with a characteristic strength assuming a Weibull distribution of defects in the volume to generate and match failure probabilities. Calculated fracture forces of the silicon nitride-based ceramic structure was validated by comparison of simulation and tests, and the calculation can be used as a quality index for training of artificial intelligence in the future. The proposed method for individualized finger implant design and manufacturing may allow for correction of potential malpositions of the fingers in the future.
Author(s)
Koplin, Christof  
Fraunhofer-Institut für Werkstoffmechanik IWM  
Schwarzer-Fischer, Eric  
Fraunhofer-Institut für Keramische Technologien und Systeme IKTS  
Zschippang, Eveline  
Fraunhofer-Institut für Keramische Technologien und Systeme IKTS  
Löw, Yannick Marian
Fraunhofer-Einrichtung für Additive Produktionstechnologien IAPT  
Czekalla, Martin
Fraunhofer-Einrichtung für Additive Produktionstechnologien IAPT  
Seibel, Arthur
Fraunhofer-Einrichtung für Additive Produktionstechnologien IAPT  
Rörich, Anna
Fraunhofer-Institut für Digitale Medizin MEVIS  
Georgii, Joachim  
Fraunhofer-Institut für Digitale Medizin MEVIS  
Güttler, Felix
University Hospital Jena
Yarar-Schlickewei, Sinef
Universitätsklinikum Hamburg-Eppendorf
Kailer, Andreas  
Fraunhofer-Institut für Werkstoffmechanik IWM  
Journal
J. Multidisciplinary Scientific Journal  
Project(s)
Remobilization of finger joints through AI-based reconstruction and generation of patient-specific ceramic implants
Funder
Fraunhofer-Gesellschaft zur Förderung der angewandten Forschung e.V.  
Open Access
DOI
10.3390/j6010014
Language
English
Fraunhofer-Institut für Werkstoffmechanik IWM  
Fraunhofer-Institut für Keramische Technologien und Systeme IKTS  
Fraunhofer-Institut für Digitale Medizin MEVIS  
Fraunhofer-Einrichtung für Additive Produktionstechnologien IAPT  
Keyword(s)
  • remobilisation

  • additive manufacturing

  • reliability

  • AI-based

  • reconstructio

  • crack-growt

  • autogeneration

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