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Journal / venue: Nature Machine Intelligence ×

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Papers 4

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Deep recurrent optical flow learning for particle image velocimetry data
2021 Nature Machine Intelligence article Engineering Fluid Dynamics and Turbulent Flows

Christian Lagemann, Kai Lagemann, Sach Mukherjee, Wolfgang Schröder

142

citations
Deep learning of causal structures in high dimensions under data limitations
2023 Nature Machine Intelligence article Computer Science Bayesian Modeling and Causal Inference Open access

Kai Lagemann, Christian Lagemann, Bernd Taschler, Sach Mukherjee

65

citations
Image prediction of disease progression for osteoarthritis by style-based manifold extrapolation
2022 Nature Machine Intelligence article Medicine Artificial Intelligence in Healthcare and Education

Tianyu Han, Jakob Nikolas Kather, Federico Pedersoli, Markus N. Zimmermann, Sebastian Keil, Maximilian Franz Schulze-Hagen, +8 more

30

citations
Histopathology-based protein multiplex generation using deep learning
2025 Nature Machine Intelligence article Computer Science AI in cancer detection Open access

Sonali Andani, Boqi Chen, Joanna Ficek-Pascual, Simon Heinke, Ruben Casanova, Bernard Friedrich Hild, +86 more

24

citations

4 results