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Kristina Mach
Kristina Mach
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OCT-guided Robotic Subretinal Needle Injections: A Deep Learning-Based Registration Approach
K Mach, S Wei, JW Kim, A Martin-Gomez, P Zhang, JU Kang, MA Nasseri, ...
2022 IEEE International Conference on Bioinformatics and Biomedicine (BIBM …, 2022
72022
Few-shot Structured Radiology Report Generation Using Natural Language Prompts
M Keicher, K Mullakaeva, T Czempiel, K Mach, A Khakzar, N Navab
arXiv preprint arXiv:2203.15723, 2022
72022
Interpretable vertebral fracture diagnosis
P Engstler, M Keicher, D Schinz, K Mach, AS Gersing, SC Foreman, ...
International Workshop on Interpretability of Machine Intelligence in …, 2022
62022
Surgical scene generation and adversarial networks for physics-based iOCT synthesis
M Sommersperger, A Martin-Gomez, K Mach, PL Gehlbach, MA Nasseri, ...
Biomedical Optics Express 13 (4), 2414-2430, 2022
62022
Flexr: Few-shot classification with language embeddings for structured reporting of chest x-rays
M Keicher, K Zaripova, T Czempiel, K Mach, A Khakzar, N Navab
Medical Imaging with Deep Learning, 1493-1508, 2024
32024
Semantic Virtual Shadows (SVS) for Improved Perception in 4D OCT Guided Surgery
M Sommersperger, S Dehghani, P Matten, K Mach, MA Nasseri, ...
International Conference on Medical Image Computing and Computer-Assisted …, 2023
12023
SpecstatOR: Speckle statistics-based iOCT Segmentation Network for Ophthalmic Surgery
K Mach, H Roodaki, M Sommersperger, N Navab
arXiv preprint arXiv:2404.19481, 2024
2024
Intelligent Virtual B-Scan Mirror (IVBM)
M Sommersperger, S Dehghani, P Matten, K Mach, H Roodaki, U Eck, ...
International Conference on Medical Image Computing and Computer-Assisted …, 2023
2023
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