Estimation for error sources for optical head tracking in cranial radiation therapy. - Philipp Grüning; Patrick Stüber; Lars Richter; Oliver Blanck; Ralf Bruder; Achim Schweikard (CURAC, 2012)

Log-Nets: Logarithmic Feature-Product Layers Yield More Compact Networks. - Philipp Grüning; Thomas Martinetz; Erhardt Barth (ICANN (2), 2020)

Deep Neural-Gas Clustering for Instance Segmentation across Imaging Experiments. - Philipp Grüning; Amir Madany Mamlouk (IJCNN, 2020)

Robust and Markerfree in vitro Axon Segmentation with CNNs. - Philipp Grüning; Alex Palumbo; Svenja Kim Landt; Lara Heckmann; Leslie Brackhagen; Marietta Zille; Amir Madany Mamlouk (MobiHealth, 2020)

Feature Products Yield Efficient Networks. - Philipp Grüning; Thomas Martinetz; Erhardt Barth (CoRR, 2020)

A Multi-Organ Nucleus Segmentation Challenge. - Neeraj Kumar 002; Ruchika Verma; Deepak Anand; Yanning Zhou 001; Omer Fahri Onder; Efstratios Tsougenis; Hao Chen 011; Pheng-Ann Heng; Jiahui Li 005; Zhiqiang Hu; Yunzhi Wang; Navid Alemi Koohbanani; et al. (IEEE Trans. Medical Imaging, 2020)

FP-Nets for Blind Image Quality Assessment. - Philipp Grüning; Erhardt Barth (HVEI, 2021)

Direct Inference of Cell Positions using Lens-Free Microscopy and Deep Learning. - Philipp Grüning; Falk Nette; Noah Heldt; Ana Cristina Guerra de Souza; Erhardt Barth (MIDL, 2021)

Bio-inspired Min-Nets Improve the Performance and Robustness of Deep Networks. - Philipp Grüning; Erhardt Barth (CoRR, 2022)

Connections Between Pairs of Filters Improve the Accuracy of Convolutional Neural Networks. - Kathleen Anderson; Philipp Grüning; Erhardt Barth (IJCNN, 2023)

Efficient Coding in Human Vision as a Useful Bias in Computer Vision and Machine Learning. - Philipp Grüning; Erhardt Barth (J. Percept. Imaging, 2023)

Automated Computation of Therapies Using Failure Mode and Effects Analysis in the Medical Domain. - Malte Luttermann; Edgar Baake; Juljan Bouchagiar; Benjamin Gebel; Philipp Grüning; Dilini Manikwadura; Franziska Schollemann; Elisa Teifke; Philipp Rostalski; Ralf Möller 001 (Künstliche Intell., 2024)