Özgün Çiçek
Robert Bosch (Germany)(DE)Saarland University(DE)
Publications by Year
Research Areas
Advanced Neural Network Applications, Anomaly Detection Techniques and Applications, Medical Image Segmentation Techniques, Advanced Vision and Imaging, Cell Image Analysis Techniques
Most-Cited Works
- → 3D U-Net: Learning Dense Volumetric Segmentation from Sparse Annotation(2016)7,466 cited
- → U-Net: deep learning for cell counting, detection, and morphometry(2018)1,967 cited
- → Single-cell profiling identifies myeloid cell subsets with distinct fates during neuroinflammation(2019)830 cited
- → Uncertainty Estimates and Multi-hypotheses Networks for Optical Flow(2018)205 cited
- → Overcoming Limitations of Mixture Density Networks: A Sampling and Fitting Framework for Multimodal Future Prediction(2019)189 cited
- → On Exposing the Challenging Long Tail in Future Prediction of Traffic Actors(2021)43 cited
- → Author Correction: U-Net: deep learning for cell counting, detection, and morphometry(2019)41 cited
- → Deep learning is widely applicable to phenotyping embryonic development and disease(2021)39 cited