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2020 – today
- 2023
[j2]Mattias P. Heinrich
, Hanna Siebert, Laura Graf, Sven Mischkewitz, Lasse Hansen:
Robust and Realtime Large Deformation Ultrasound Registration Using End-to-End Differentiable Displacement Optimisation. Sensors 23(6): 2876 (2023)- [c5]Laura F. Graf, Hanna Siebert, Sven Mischkewitz, Ron Keuth, Mattias P. Heinrich:
Highly accurate deep registration networks for large deformation estimation in compression ultrasound. Medical Imaging: Image Processing 2023 - 2022
- [c4]Laura Graf, Sven Mischkewitz, Lasse Hansen, Mattias P. Heinrich:
Spatiotemporal Attention for Realtime Segmentation of Corrupted Sequential Ultrasound Data - Improving Usability of AI-based Image Guidance. Bildverarbeitung für die Medizin 2022: 235-240 - [c3]Till Nicke, Laura Graf, Mikko Lauri, Sven Mischkewitz, Simone Frintrop, Mattias P. Heinrich:
Realtime Optical Flow Estimation on Vein and Artery Ultrasound Sequences Based on Knowledge-Distillation. WBIR 2022: 134-143 - 2021
- [j1]Bernhard Kainz, Mattias P. Heinrich, Antonios Makropoulos, Jonas Oppenheimer, Ramin Mandegaran, Shrinivasan Sankar, Christopher Deane, Sven Mischkewitz, Fouad Al-Noor, Andrew C. Rawdin, Andreas Ruttloff, Matthew D. Stevenson, Peter Klein-Weigel, Nicola S. Curry:
Non-invasive diagnosis of deep vein thrombosis from ultrasound imaging with machine learning. npj Digit. Medicine 4 (2021)
2010 – 2019
- 2018
- [c2]Ryutaro Tanno, Antonios Makropoulos, Salim Arslan, Ozan Oktay, Sven Mischkewitz, Fouad Al-Noor, Jonas Oppenheimer, Ramin Mandegaran, Bernhard Kainz, Mattias P. Heinrich:
AutoDVT: Joint Real-Time Classification for Vein Compressibility Analysis in Deep Vein Thrombosis Ultrasound Diagnostics. MICCAI (2) 2018: 905-912 - 2016
- [c1]Patrick Kuhn, Sven Mischkewitz, Nico Ring, Fabian Windheuser:
Type inference on wikipedia list pages. GI-Jahrestagung 2016: 2101-2111
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