Institute of Medical Informatics

Projects

Projects per year 2003 2008 2015 2016 2020 2025

• 2 Active
• 13 Finished

Projects per year

Search results

• Active

  OncoReg-Challenge: Evaluation for the integration of anatomical expert knowledge from retrospective data in oncological computed tomographic image registration with artificial intelligence

  Heinrich, M. (Principal Investigator (PI)) & Sieren, M. M. (Principal Investigator (PI))

  01.01.22 → 31.12.24

  Project: Projects with Federal Funding › Projects with Federal Ministry Funding: BMBF

  • Image Registration 100%
  • Autoanalysis 50%
  • Lung 50%
  • Clinical Study 50%

• Team-Flow and Team-Effectiveness in Virtual Teams

  Peifer, C. (Principal Investigator (PI)) & Grzegorzek, M. (Principal Investigator (PI))

  01.01.21 → 31.12.25

  Project: DFG Projects › DFG Individual Projects

  • Learning System 100%
  • Machine Learning 100%
  • Team Member 100%
  • COVID 19 Epidemic 100%
  • Flow Condition 50%
• Finished

  Visualization, interpretability and trustworthiness of AI-based features for the characterization of musculoskeletal disorders

  Heinrich, M. (Principal Investigator (PI)), Glüer, C. C. (Consortial Partner), Koch, R. (Consortial Partner), Engelke, K. (Consortial Partner) & Meyer, C. (Consortial Partner)

  01.10.20 → 31.03.24

  Project: Projects with Federal Funding › Projects with Federal Ministry Funding: BMBF

  • Computer Assisted Tomography 100%
  • Musculoskeletal Disease 100%
  • Computed Tomography 100%
  • Artificial Intelligence 100%
  • Osteoporosis 50%

• ERA-CVD Verbund Medic V-Tach: Mobile electrocardiographic imaging for the prediction of ventricular tachycardia

  Heinrich, M. (Principal Investigator (PI))

  01.01.20 → 31.03.24

  Project: Projects with Federal Funding › Projects with Federal Ministry Funding: BMBF

  • Chemical Vapor Deposition 100%
  • Convolutional Neural Network 100%
  • Deep Learning Method 100%
  • Ventricular Tachycardia 100%
  • Electrocardiogram 60%

• Learning contrast-invariant contextual local descriptors and similarity metrics for multi-modal image registration

  Heinrich, M. (Principal Investigator (PI))

  01.01.16 → 31.12.21

  Project: DFG Projects › DFG Individual Projects

  • Local Descriptor 100%
  • Guided Intervention 100%
  • Image Similarity 100%
  • Deep Understanding 50%
  • Feature Extraction 50%

• Development and Establishing of the German National Metadata Repository (NMDR)

  Ingenerf, J. (Principal Investigator (PI)), Sax, U. (Principal Investigator (PI)) & Winter, A. (Principal Investigator (PI))

  01.01.16 → 31.12.23

  Project: DFG Projects › DFG Individual Projects

  • Data Element 100%
  • Metadata Repository 100%
  • Relevant Standard 50%
  • Bridging 50%
  • Formal Specification 33%

• Image-guided non-invasive tracking for radiotherapy using machine learning

  Heinrich, M. (Principal Investigator (PI))

  01.01.15 → 31.12.21

  Project: DFG Projects › DFG Individual Projects

  • Machine Learning 100%
  • Learning System 100%
  • Neoplasm 100%
  • image feature 66%
  • Training Data 66%

• Integrated Analysis and Probabilistic Registration of Medical Images with Missing Correspondences

  Ehrhardt, J. (Principal Investigator (PI))

  01.01.15 → 01.01.19

  Project: DFG Projects › DFG Individual Projects

  • Algorithms 100%
  • Posterior Distribution 70%
  • Speed-up 60%
  • Optimization Criterion 60%
  • Transformation 60%

• 4D Multi object segmentation based on MR image sequences - Medical application for evaluation of myocardial differences in shape and function after infarction

  Ehrhardt, J. (Speaker, Coordinator)

  01.11.14 → 31.10.17

  Project: DFG Projects › DFG Individual Projects

  • Motion Model 69%
  • Convolutional Neural Network 69%
  • Training Data 49%
  • Medical Image 41%
  • Shape Modeling 37%

• Patient-specific 4D Virtual Reality Simulation of Punctures and Radiofrequency Ablations in Breathing Virtual Body Models

  Handels, H. (Principal Investigator (PI)) & Mastmeyer, A. (Project Staff)

  01.04.10 → 31.03.18

  Project: DFG Projects › DFG Individual Projects

  • Virtual Reality 100%
  • Virtual Patient 96%
  • Motion Model 82%
  • Volume Rendering 70%
  • Atlas 47%

• Integrated 4D segmentation and registration of spatio-temporal image sequences

  Ehrhardt, J. (Principal Investigator (PI)) & Handels, H. (Associated Staff)

  01.01.08 → 31.12.14

  Project: DFG Projects › DFG Individual Projects

  • Assessment Objective 100%
  • image feature 100%
  • Image Analysis 100%
  • Distribution Pattern 100%
  • Statistical Study 100%

• 4D medical image computing for model-based analysis of respiratory-related tumor and organ motion.

  Handels, H. (Principal Investigator (PI))

  01.01.08 → 31.12.14

  Project: DFG Projects › DFG Individual Projects

• 4D magnetic resonance angiography in cerebral arteriovenous malformations - studies on hemodynamics and tissue markers.

  Fiehler, J. (Principal Investigator (PI)), Handels, H. (Principal Investigator (PI)) & Westphal, M. (Associated Staff)

  01.01.08 → 31.12.11

  Project: DFG Projects › DFG Individual Projects

  • Dataset 100%
  • Segmentation 50%
  • Image Sequence 33%
  • Data Set 30%
  • Small Vessel 25%

• Probabilistic statistical shape and appearance models for robust multi-object segmentation in medical image data.

  Handels, H. (Speaker, Coordinator)

  01.10.06 → 30.09.15

  Project: DFG Projects › DFG Individual Projects

  • Segmentation 26%

• Repräsentation und Visualisierung von Variabilität in dreidimensionalen anatomischen Atlanten

  Handels, H. (Principal Investigator (PI)) & Tiede, U. (Associated Staff)

  01.01.03 → 31.12.08

  Project: DFG Projects › DFG Individual Projects

  • Computer 100%
  • Roles 100%