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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Dive into the research topics where Heinz Handels is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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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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Survival analysis for lung cancer patients: A comparison of Cox regression and machine learning models
Germer, S. & AI-CARE Working Group, 11.2024, In: International Journal of Medical Informatics. 191, p. 105607 1 p., 105607.Research output: Journal Articles › Journal articles › Research › peer-review
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Chaos analysis of the cortical boundary for the recognition of psychosis
Korda, A. I., Andreou, C., Avram, M., Frisman, M., Aliqadri, M., Riecher-Rössler, A., Handels, H., Martinetz, T. & Borgwardt, S., 2023, In: Journal of Psychiatry and Neuroscience. 48, 2, p. E135-E142Research output: Journal Articles › Journal articles › Research › peer-review
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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 › peer-review
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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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AI-CARE: Artificial Intelligence in Cancer Registration and Research
Katalinic, A. (Speaker, Coordinator), Rudolph, C. (Project Staff), Labohm, L. (Project Staff) & Handels, H. (Associated Staff)
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. (Principal Investigator (PI)) & Mastmeyer, A. (Project Staff)
01.04.10 → 31.03.18
Project: DFG Projects › DFG Individual Projects
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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
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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
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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
Prizes
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University Teaching Award 2019: Investigative Learning
Buzug, T. (Award Recipient), Handels, H. (Award Recipient), Klein, S. (Award Recipient), Mertins, A. (Award Recipient), Gräfe, K. (Award Recipient), Debbeler-Schmidt, C. (Award Recipient), Wrage, J.-H. (Award Recipient), Venker, S. (Award Recipient) & Böhme, M. (Award Recipient), 07.11.2019
Prize: Research Prizes, Scientific Awards
Activities
- 1 Organisation of conferences and congresses
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Bildverarbeitung in der Medizin 2021
Handels, H. (Organiser) & Wrage, J.-H. (Organiser)
07.03.2021 → 09.03.2021Activity: Organisation of events › Organisation of conferences and congresses