Leonhard Rist
Leonhard Rist, M. Sc.
Currently no projects or theses available!
Academic CV
- Since 02/2021:
PhD Student at the Pattern Recognition Lab, FAU Erlangen-Nürnberg in cooperation with Siemens Healthineers AG, Forchheim
Research Topic: Cerebral vasculature analysis for Computed Tomography - 04/2018 – 01/2021:
Master’s Degree in Medical Engineering with focus on Medical Imaging and Data Processing, FAU Erlangen-Nürnberg
Master’s Thesis: “Geometric Deep Learning for Multifocal Diseases” - 10/2014 – 03/2018:
Bachelor’s Degree in Medical Engineering with focus on Imaging Systems, FAU Erlangen-Nürnberg
Bachelor’s Thesis: “A Flexible Calibration Phantom for FD-CT using Cross-Ratios”
Projects
No projects found.
Collaboration with Siemens Healthineers for the analysis and visualization of brain vasculature in CTA scans
Publications
2025
Conference Contributions
Robust Feature Selection for Classifying Early Ischemic Changes in Posterior Stroke
4th International Workshop, SWITCH 2024, and 6th International Challenge, ISLES 2024 (Marrakesh, October 10, 2024 - October 10, 2024)
In: Image Analysis in Stroke Diagnosis and Interventions, Cham: 2025
DOI: 10.1007/978-3-031-81101-2_7
BibTeX: Download
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2024
Journal Articles
Graph neural networks in multi-stained pathological imaging: extended comparative analysis of Radiomic features
In: International Journal of Computer Assisted Radiology and Surgery (2024)
ISSN: 1861-6410
DOI: 10.1007/s11548-024-03277-x
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Multi-level cancer profiling through joint cell-graph representations
In: Smart Health 32 (2024), p. 100470
ISSN: 2352-6483
DOI: 10.1016/j.smhl.2024.100470
BibTeX: Download
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Conference Contributions
Pancreatic Vessel Landmark Detection in CT Angiography Using Prior Anatomical Knowledge
First International Workshop, AIPAD 2024 and First International Workshop, PILM 2024 (Marrakesh, October 10, 2024 - October 10, 2024)
In: Artificial Intelligence in Pancreatic Disease Detection and Diagnosis, and Personalized Incremental Learning in Medicine, Cham: 2024
DOI: 10.1007/978-3-031-73483-0_5
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Multi-organ Segmentation in CT from Partially Annotated Datasets using Disentangled Learning
German Conference on Medical Image Computing, BVM 2024 (Erlangen, March 10, 2024 - March 12, 2024)
In: Andreas Maier, Thomas M. Deserno, Heinz Handels, Klaus Maier-Hein, Christoph Palm, Thomas Tolxdorff (ed.): Bildverarbeitung für die Medizin 2024. BVM 2024, Wiesbaden: 2024
DOI: 10.1007/978-3-658-44037-4_76
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Comparative Analysis of Radiomic Features and Gene Expression Profiles in Histopathology Data using Graph Neural Networks
Bildverarbeitung für die Medizin 2024 (Erlangen, March 10, 2024 - March 12, 2024)
DOI: 10.1007/978-3-658-44037-4_49
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2023
Conference Contributions
Flexible Unfolding of Circular Structures for Rendering Textbook-Style Cerebrovascular Maps
Medical Image Computing and Computer Assisted Intervention – MICCAI 2023 (Vancouver, October 8, 2023 - October 12, 2023)
In: Hayit Greenspan, Anant Madabhushi, Parvin Mousavi, Septimiu Salcudean, James Duncan, Tanveer Syeda-Mahmood, Russell Taylor (ed.): Medical Image Computing and Computer Assisted Intervention – MICCAI 2023, Cham: 2023
DOI: 10.1007/978-3-031-43904-9_71
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Employing Graph Representations for Cell-Level Characterization of Melanoma MELC Samples
IEEE International Symposium on Biomedical Imaging (Cartagena, April 18, 2023 - April 21, 2023)
In: IEEE (ed.): 2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI) 2023
DOI: 10.1109/ISBI53787.2023.10230519
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Spatial Lesion Graphs: Analyzing Liver Metastases with Geometric Deep Learning for Cancer Survival Regression
20th IEEE International Symposium on Biomedical Imaging, ISBI 2023 (Cartagena, April 18, 2023 - April 21, 2023)
In: Proceedings - International Symposium on Biomedical Imaging 2023
DOI: 10.1109/ISBI53787.2023.10230367
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2022
Journal Articles
Bifurcation matching for consistent cerebral vessel labeling in CTA of stroke patients
In: International Journal of Computer Assisted Radiology and Surgery (2022)
ISSN: 1861-6410
DOI: 10.1007/s11548-022-02750-9
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An Algorithm for the Labeling and Interactive Visualization of the Cerebrovascular System of Ischemic Strokes
In: Biomedical Physics and Engineering Express (2022)
ISSN: 2057-1976
DOI: 10.1088/2057-1976/ac9415
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Conference Contributions
Detecting Large Vessel Occlusions using Graph Deep Learning
GeoMedIA 2022 Workshop Submission
BibTeX: Download
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Building Brains: Subvolume Recombination for Data Augmentation in Large Vessel Occlusion Detection
Medical Image Computing and Computer Assisted Intervention - MICCAI 2022 (Singapore, September 18, 2022 - September 22, 2022)
DOI: 10.1007/978-3-031-16437-8_61
URL: https://link.springer.com/chapter/10.1007/978-3-031-16437-8_61
BibTeX: Download
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2021
Miscellaneous
Segmentation of the Carotid Lumen and Vessel Wall using Deep Learning and Location Priors
(2021)
BibTeX: Download
(Conference report)
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2018
Conference Contributions
Projective Invariants for Geometric Calibration in Flat-Panel Computed Tomography
Fifth International Conference on Image Formation in X-Ray Computed Tomography (CT-Meeting) (Salt Lake City, UT, United States)
In: Proceedings of the Fifth International Conference on Image Formation in X-Ray Computed Tomography (CT-Meeting) 2018
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2018/Aichert18-PIF.pdf
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Lectures
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