Department Artificial Intelligence in Biomedical Engineering

Indoor Synthetic Data Generation: A Systematic Review (2024) Schieber H, Demir KC, Kleinbeck C, Yang SH, Roth D Journal article NeuroIGN: Explainable Multimodal Image-Guided System for Precise Brain Tumor Surgery (2024) Zeineldin R, Karar ME, Burgert O, Mathis-Ullrich F Journal article Appearance-based Debiasing of Deep Learning Models in Medical Imaging (2024) Wilm F, Reimann MK, Taubmann O, Mühlberg A, Breininger K Conference contribution, Conference Contribution Assessment of Scanner Domain Shifts in Deep Multiple Instance Learning (2024) Ganz J, Puget C, Ammeling J, Parlak E, Kiupel M, Bertram CA, Breininger K, et al. Conference contribution, Conference Contribution Automatic Segmentation of Lymphatic Perfusion in Patients with Congenital Single Ventricle Defects (2024) Stegmaier M, Schröder C, Müller J, Day T, Cuomo M, Dewald O, Dittrich S, Kainz B Conference contribution, Conference Contribution Exploring GPT-4 as MR Sequence and Reconstruction Programming Assistant (2024) Zaiß M, Rajput JR, Dang HN, Golkov V, Cremers D, Knoll F, Maier A Conference contribution, Conference Contribution Few Shot Learning for the Classification of Confocal Laser Endomicroscopy Images of Head and Neck Tumors (2024) Aubreville M, Pan Z, Sievert M, Ammeling J, Ganz J, Oetter N, Stelzle F, et al. Conference contribution, Conference Contribution Data Consistent Variational Networks for Zero-shot Self-supervised MR Reconstruction (2024) Fürnrohr F, Wetzl J, Vornehm M, Giese D, Knoll F Conference contribution Comparative Analysis of Radiomic Features and Gene Expression Profiles in Histopathology Data using Graph Neural Networks (2024) Rivera Monroy L, Rist L, Eberhardt M, Ostalecki C, Bauer A, Vera J, Breininger K, Maier A Conference contribution Disgust-based approach-avoidance modification training for individuals suffering from elevated stress: A randomized controlled pilot study (2024) Streit H, Keinert M, Schindler-Gmelch L, Eskofier B, Berking M Journal article