Can Synthetic Images Improve CNN Performance in Wound Image Classification? - Leila Malihi; Ursula Hübner; Mats L. Richter; Maurice Moelleken; Mareike Przysucha; Dorothee Busch; Jan Heggemann; Guido Hafer; Stefan Wiemeyer; Gunther Heidemann; Joachim Dissemond; Cornelia Erfurt-Berge; et al. (MIE, 2023)

From Group-Differences to Single-Subject Probability: Conformal Prediction-based Uncertainty Estimation for Brain-Age Modeling. - Jan Ernsting; Nils R. Winter; Ramona Leenings; Kelvin Sarink; Carlotta B. C. Barkhau; Lukas Fisch; Daniel Emden; Vincent Holstein; Jonathan Repple; Dominik Grotegerd; Susanne Meinert; NAKO Investigators; et al. (CoRR, 2023)

C-TRUS: A Novel Dataset and Initial Benchmark for Colon Wall Segmentation in Transabdominal Ultrasound. - Ramona Leenings; Maximilian Konowski; Nils R. Winter; Jan Ernsting; Lukas Fisch; Carlotta B. C. Barkhau; Udo Dannlowski; Andreas Lügering; Xiaoyi Jiang 001; Tim Hahn (ASMUS@MICCAI, 2024)

GateNet: A novel neural network architecture for automated flow cytometry gating. - Lukas Fisch; Michael O. Heming; Andreas Schulte-Mecklenbeck; Catharina C. Gross; Stefan Zumdick; Carlotta B. C. Barkhau; Daniel Emden; Jan Ernsting; Ramona Leenings; Kelvin Sarink; Nils R. Winter; Udo Dannlowski; et al. (Comput. Biol. Medicine, 2024)

deepbet: Fast brain extraction of T1-weighted MRI using Convolutional Neural Networks. - Lukas Fisch; Stefan Zumdick; Carlotta B. C. Barkhau; Daniel Emden; Jan Ernsting; Ramona Leenings; Kelvin Sarink; Nils R. Winter; Benjamin Risse; Udo Dannlowski; Tim Hahn (Comput. Biol. Medicine, 2024)

deepmriprep: Voxel-based Morphometry (VBM) Preprocessing via Deep Neural Networks. - Lukas Fisch; Nils R. Winter; Janik Goltermann; Carlotta B. C. Barkhau; Daniel Emden; Jan Ernsting; Maximilian Konowski; Ramona Leenings; Tiana Borgers; Kira Flinkenflügel; Dominik Grotegerd; Anna Kraus; et al. (CoRR, 2024)