Department Artificial Intelligence in Biomedical Engineering

Generating synthetic computed tomography for radiotherapy: SynthRAD2023 challenge report (2024) Huijben EM, Terpstra ML, Galapon AJ, Pai S, Thummerer A, Koopmans P, Afonso M, et al. Journal article ANNOTE: Annotation of time-series events (2024) Groh R, Li JY, Li-Jessen NY, Kist A Journal article C-arm unleashed: Intuitive inter-operative positioning of C-arms using wearable gesture detection (2024) Ouyang J, Egle F, Igney C, Mutzke T, Dahmani C, Castellini C, Thürauf S Conference contribution, Conference Contribution Efficient Training of Recurrent Neural Networks for Remaining Time Prediction in Predictive Process Monitoring (2024) Roider J, Zanca D, Eskofier B Conference contribution, Original article CineVN: Variational network reconstruction for rapid functional cardiac cine MRI (2024) Vornehm M, Wetzl J, Giese D, Fürnrohr F, Pang J, Chow K, Gebker R, et al. Journal article Neural Radiance Fields for 3D Reconstruction in Monoscopic Laryngeal Endoscopy (2024) Lojo Rodríguez MB, Lopes Borges G, López-Brea García M, Schützenberger A, Kist A Conference contribution Enhancing Cross-Modality Synthesis: Subvolume Merging for MRI-to-CT Conversion (2024) Fan F, Qiu J, Huang Y, Maier A Conference contribution Guiding questions to avoid data leakage in biological machine learning applications (2024) Bernett J, Blumenthal DB, Grimm DG, Haselbeck F, Joeres R, Kalinina OV, List M Journal article Learning a Hand Model from Dynamic Movements Using High-Density EMG and Convolutional Neural Networks (2024) Simpetru R, Arkudas A, Braun D, Oßwald M, Souza de Oliveira D, Eskofier B, Kinfe TM, Del Vecchio A Journal article, Original article Comprehensive Multimodal Deep Learning Survival Prediction Enabled by a Transformer Architecture: A Multicenter Study in Glioblastoma (2024) Gomaa A, Huang Y, Hagag A, Schmitter C, Höfler D, Weissmann T, Breininger K, et al. Journal article, Original article