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IMI | Institute of Medical Informatics
University of Lübeck - Institute of Medical Informatics - Institute

Institute of Medical Informatics

 Director: Prof. Dr. rer. nat. habil. Heinz Handels
 

  • Artificial Intelligence and Deep Learning in Medicine
  • Medical Image Processing and Virtual Reality Simulation
  • Integration and Utilisation of Medical Data
  • Sensor Data Analysis for Assistive Health Technologies
Institute of Medical Informatics

Medical Image Computing and Artificial Intelligence

Prof. Dr. rer. nat. habil. Heinz Handels

  • Machine Learning methods in Medical Image Processing
  • Deep CNNs for Medical Image Segmentation and Classification
  • Generation of Synthetic Medical Images
  • Model-based Segmentation and Registration of Medical Image Data
  • 4D Image Processing for Analysis of Organ and Lesion Changes
  • Virtual Reality Simulations for Training and Planning of Interventions
Medical Image Computing and Artificial Intelligence

Medical Data Science

 Prof. Dr.-Ing. habil. Marcin Grzegorzek

  • Assessment of Physical and Psychological Signals
  • Data Science for Assistive Health Technologies
  • Recognition of Physical and Cognitive Activities
  • Sensor-based Gait and Movement Analysis
  • Data Science in Nutritional Medicine
  • Sensor-based Pain and Emotion Recognition
Medical Data Science

Medical Deep Learning

Prof. Dr. Mattias Heinrich

  • Multimodal Learning & Efficient Deep Networks
  • 3D Medical Image Registration & Segmentation
  • Explainable AI & Geometric Deep Learning
Medical Deep Learning

Medical Data Engineering

Prof. Dr. rer. nat. habil. Josef Ingenerf

  • Semantic Interoperability via Standardized Data Models
  • Networking of point-of-care Medical Devices
  • Reference Terminologies such as SNOMED CT and Metadata Repositories
  • ETL Processes using Mapping and Terminology Server Services
  • Personalized Medicine: Decision Support in the Molecular Tumor Board
  • Disease Surveillance: Infection Control and Outbreak Detection
  • Data Protection & Ethically legitimate Biobank/study Management
Medical Data Engineering

HiGHmed

HiGHmed-Project within the BMBF-MI-Initiative

  • Data Integration Center UKSH MeDIC
  • Use Case Infection Control
  • Use Case Molecular Tumor Board (MTB)
HiGHmed

Prof. Dr. rer. nat. habil. Heinz Handels

Medical Image Computing and Artificial Intelligence

Prof. Dr.-Ing. habil. Marcin Grzegorzek

Medical Data Science

Prof. Dr. Mattias Heinrich

Medical Deep Learning



BVM 2026
German Conference on
Medical Image Computing

March 15 - 17, 2026
University of Lübeck

Conference Chair:
Heinz Handels
IMI & DFKI


 

Program of Study

Study Medical Informatics
at the University of Lübeck

read more ...


Institute of Medical Informatics
Tel:  +49 451 3101 5601
Fax: +49 451 3101 5604
Email: sekretariat(at)imi.uni-luebeck.de