Stefanie Demirci

Technical University of Munich — Germany

Computer Science · Physical Sciences

14h-index4.3kcitations44works0.02yr avg
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Research Topics

Medical Image Segmentation Techniques(14), Cerebrovascular and Carotid Artery Diseases(10), Aortic aneurysm repair treatments(8), Advanced X-ray and CT Imaging(6), Robotics and Sensor-Based Localization(4)

Publications44 total

Contributors
Medical Image Analysis·2023Open Access
Image retrieval in big image data
Medical Image Analysis·2023
Resiliente und robuste KI-Systeme im praktischen Einsatz
2022· 2 citedOpen Access
Nationale und internationale Standardisierung und Zertifizierung von Datendiensten
2022Open Access
Machine Learning and Medical Engineering for Cardiovascular Health and Intravascular Imaging and Computer Assisted Stenting
Lecture notes in computer science·2019· 19 cited
Patient 3D body pose estimation from pressure imaging
International Journal of Computer Assisted Radiology and Surgery·2018· 58 cited
X-ray Depthmaps: Revealing the Hidden Structures
European Journal of Vascular and Endovascular Surgery·2018
Robust navigation support in lowest dose image setting
International Journal of Computer Assisted Radiology and Surgery·2018· 4 cited
A photon recycling approach to the denoising of ultra-low dose X-ray sequences
International Journal of Computer Assisted Radiology and Surgery·2018· 10 cited
Intravascular Imaging and Computer Assisted Stenting and Large-Scale Annotation of Biomedical Data and Expert Label Synthesis
Lecture notes in computer science·2018· 77 cited
Human Pose Estimation from Pressure Sensor Data
Informatik aktuell·2018· 9 cited
Diagnostic Assessment of Deep Learning Algorithms for Detection of Lymph Node Metastases in Women With Breast Cancer
JAMA·2017· 3.2k citedOpen Access
Intravascular Imaging and Computer Assisted Stenting, and Large-Scale Annotation of Biomedical Data and Expert Label Synthesis
Lecture notes in computer science·2017· 41 cited
Preface
Elsevier eBooks·2017
Computing and Visualization for Intravascular Imaging and Computer-Assisted Stenting
CERN Document Server (European Organization for Nuclear Research)·2016· 14 cited
Vascular image registration techniques: A living review
Medical Image Analysis·2016· 48 citedOpen Access
Single-view X-ray depth recovery: toward a novel concept for image-guided interventions
International Journal of Computer Assisted Radiology and Surgery·2016· 9 cited
AggNet: Deep Learning From Crowds for Mitosis Detection in Breast Cancer Histology Images
IEEE Transactions on Medical Imaging·2016· 616 cited
Playsourcing: A Novel Concept for Knowledge Creation in Biomedical Research
Lecture notes in computer science·2016· 8 cited
CathNets: Detection and Single-View Depth Prediction of Catheter Electrodes
Lecture notes in computer science·2016· 17 cited
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Frequent Co-authors

Nassir Navab(29), Shadi Albarqouni(10), Lee Su-Lin(9), Simone Balocco(7), Guillaume Zahnd(5), Diana Mateus(5), Maximilian Baust(5), Frode Manstad-Hulaas(5), Reza Ghotbi(4), Pascal Fallavollita(4), Gözde Ünal(4), Markus Kowarschik(4), Christoph Baur(3), Luc Duong(3), Geir Arne Tangen(3), Nasir Rajpoot(2), Felix Achilles(2), Danail Stoyanov(2), Lena Maier‐Hein(2), Stefano Moriconi(2)