Özgün Çiçek

U-Net: deep learning for cell counting, detection, and morphometry

Thorsten Falk, Dominic Mai, Robert Bensch et al. · Nature Methods · 2018 · 2K citations

Convolutional Neural Network, Systems Biology, Image Analysis +8

Single-cell profiling identifies myeloid cell subsets with distinct fates during neuroinflammation

Marta Joana Costa Jordão, Roman Sankowski, Stefanie M. Brendecke et al. · Science · 2019 · 794 citations

3D U-Net: Learning Dense Volumetric Segmentation from Sparse Annotation

Özgün Çiçek, Ahmed Abdulkadir, Soeren S. Lienkamp et al. · arXiv (Cornell University) · 2016 · 491 citations · Full text

Geometric Learning, Convolutional Neural Network, Engineering +18

Overcoming Limitations of Mixture Density Networks: A Sampling and Fitting Framework for Multimodal Future Prediction

Osama Makansi, Eddy Ilg, Özgün Çiçek et al. · 2019 · 189 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +18

On Exposing the Challenging Long Tail in Future Prediction of Traffic Actors

Osama Makansi, Özgün Çiçek, Yassine Marrakchi et al. · 2021 IEEE/CVF International Conference on Computer Vision (ICCV) · 2021 · 41 citations

Artificial Intelligence, Traffic Theory, Engineering +23