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Institute of Biomedical EngineeringIBT Logo

 

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  • Medical Imaging for Modeling and Simulation

 

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  • Medical Imaging for Modeling and Simulation
  • Introduction
  • Current projects

Medical Imaging for Modeling and Simulation

Modeling and Simulation in Radiotherapy

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  • Implementation of automatic image segmentation algorithms 
  • Image-to-image translation for MR-only treatment and adaptive therapy
  • Dosimetric assessment on processed images 
  • Federated learning for Radiotherapy

Advanced Imaging Analysis
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  • Radiomics Analysis
  • Patient stratification based on Machine Learning and Deep Learning techniques
  • Knowledge graphs implementation for patient representation

Intraoperative Navigation

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  • Development of software and hardware tools for computer assisted diagnosis and therapy
  • Computer vision and Augmented Reality
Medical Imaging for Modeling and Simulation
title contact
Development and Validation of Deep-Learning Algorithms on Embedded Systems for Robot-Assisted Interactive Human-in-the-Loop Rehabilitation of the Upper Limbs

Francesca Donadio, Maria Francesca Spadea

Characterization and dosimetry of kilovoltage x-ray beams

Clarence King, Maria Francesca Spadea

Advancing Radiotherapy: Exploring the FLASH effect using Machine Learning

Mark Arndt, Maria Francesca Spadea

Dynamic and deformable models for surgical navigation

Domenico Riggio, Maria Francesca Spadea

Deformable anatomy via deep learning

Feilian Ren, Maria Francesca Spadea

Decentralised approaches to training AI models in healthcare

Ciro Benito Raggio, Maria Francesca Spadea

KIT – The Research University in the Helmholtz Association
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