Research output per year
Research output per year
Personal profile
Scientific Focus
Medical Image Computing and Artificial Intelligence
Maschinelles Lernen und Künstliche Intelligenz in der Medizinischen Bildverarbeitung
4D-Bildverarbeitung für die computerunterstützte Diagnostik und Therapie
Segmentierung und Mustererkennung in medizinischen Bilddaten
Bildregistrierung und Korrespondenzanalyse
Bildbasierte Virtual-Reality-Simulation und Modellierung
Research Areas and Centers
- Centers: Center for Artificial Intelligence Luebeck (ZKIL)
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
Research output
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Demarcation of brain and tumor tissue with optical coherence tomography using prior neural networks
Strenge, P., Lange, B., Draxinger, W., Hagel, C., Grill, C., Danicke, V., Theisen-Kunde, D., Spahr-Hess, S., Bonsanto, M. M., Huber, R., Handels, H. & Brinkmann, R., 2023, Optical Coherence Imaging Techniques and Imaging in Scattering Media V. Vakoc, B. J., Wojtkowski, M. & Yasuno, Y. (eds.). SPIE, Vol. 12632. p. 126321PResearch output: Chapters in Books/Reports/Conference Proceedings › Conference contribution
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Random Forest and Gradient Boosted Trees for Patient Individualized Contrast Agent Dose Reduction in CT Angiography
Pallenberg, R., Fleitmann, M., Stroth, A. M., Gerlach, J., Fürschke, A., Barkhausen, J., Bischof, A. & Handels, H., 18.05.2023, In: Studies in Health Technology and Informatics. 302, p. 952-956 5 p.Research output: Journal Articles › Journal articles › Research › peer-review
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A Comparison of Feature Extraction Models for Medical Image Captioning
Germer, S., Uzunova, H., Ehrhardt, J., Feldhus, N., Thomas, P. & Handels, H., 19.08.2022.Research output: Contribution to conference › Abstracts › peer-review
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A systematic comparison of generative models for medical images
Uzunova, H., Wilms, M., Forkert, N. D., Handels, H. & Ehrhardt, J., 07.2022, In: International Journal of Computer Assisted Radiology and Surgery. 17, 7, p. 1-12 12 p., 7.Research output: Journal Articles › Journal articles › Research › peer-review
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Deep learning-based simultaneous registration and unsupervised non-correspondence segmentation of medical images with pathologies
Andresen, J., Kepp, T., Ehrhardt, J., von der Burchard, C., Roider, J. & Handels, H., 04.2022, In: International Journal of Computer Assisted Radiology and Surgery. 17, 4, p. 699-710 12 p., 4.Research output: Journal Articles › Journal articles › Research › peer-review
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AI-CARE: Artificial Intelligence in Cancer Registration and Research
Katalinic, A., Rudolph, C., Labohm, L. & Handels, H.
01.09.22 → 31.08.25
Project: State Funding › State Funding: Projects of the Ministry for Law and Health
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Patient-specific 4D Virtual Reality Simulation of Punctures and Radiofrequency Ablations in Breathing Virtual Body Models
Handels, H. & Mastmeyer, A.
01.04.10 → 31.03.18
Project: DFG Funding › DFG Individual Projects
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4D medical image computing for model-based analysis of respiratory-related tumor and organ motion.
01.01.08 → 31.12.14
Project: DFG Funding › DFG Individual Projects
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Integrated 4D segmentation and registration of spatio-temporal image sequences
01.01.08 → 31.12.14
Project: DFG Funding › DFG Individual Projects
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4D magnetic resonance angiography in cerebral arteriovenous malformations - studies on hemodynamics and tissue markers.
Fiehler, J., Handels, H. & Westphal, M.
01.01.08 → 31.12.11
Project: DFG Funding › DFG Individual Projects
Prizes
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Lehrpreis der Universität zu Lübeck 2019
Buzug, Thorsten (Recipient), Handels, Heinz (Recipient), Klein, Stephan (Recipient), Mertins, Alfred (Recipient), Gräfe, Ksenija (Recipient), Debbeler-Schmidt, Christina (Recipient), Wrage, Jan-Hinrich (Recipient), Venker, Silke (Recipient) & Böhme, Martina (Recipient), 07.11.2019
Prize: Prizes, Awards
Activities
- 1 Organisation of conferences and congresses
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Bildverarbeitung in der Medizin 2021
Heinz Handels (Organiser) & Jan-Hinrich Wrage (Organiser)
07.03.2021 → 09.03.2021Activity: Organisation of events › Organisation of conferences and congresses