Lehrstuhl für Informatik 5 (Mustererkennung)

Transforming Cardiovascular Health: a Transformer-Based Approach to Continuous, Non-Invasive Blood Pressure Estimation via Radar Sensing (2024) Vysotskaya N, Maul N, Fusco A, Hazra S, Harnisch J, Arias Vergara T, Maier A Conference contribution Preserving fairness and diagnostic accuracy in private large-scale AI models for medical imaging (2024) Tayebi Arasteh S, Ziller A, Kuhl C, Makowski MR, Nebelung S, Braren R, Rueckert D, et al. Journal article, Original article Volumetric Instance Detection for Overlapping Shoes in Computed Tomography (2024) Leipert M, Herl G, Zabler S, Maier A Conference contribution, Original article Indoor Synthetic Data Generation: A Systematic Review (2024) Schieber H, Demir K, Kleinbeck C, Yang SH, Roth D Journal article The Early Subcortical Response at the Fundamental Frequency of Speech Is Temporally Separated from Later Cortical Contributions. (2024) Schüller A, Schilling A, Krauß P, Reichenbach T Journal article Large language models streamline automated machine learning for clinical studies (2024) Tayebi Arasteh S, Han T, Lotfinia M, Kuhl C, Jakob Nikolas K, Truhn D, Nebelung S Journal article, Original 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 Privacy-enhancing Image Sampling for the Synthesis of High-quality Anonymous Chest Radiographs (2024) Packhäuser K, Folle L, Nguyen TT, Thamm F, Maier A Conference contribution, Conference Contribution Multi-organ Segmentation in CT from Partially Annotated Datasets using Disentangled Learning (2024) Wang T, Liu C, Rist L, Maier A Conference contribution, Conference Contribution 3D Deep Learning-based Boundary Regression of an Age-related Retinal Biomarker in High Resolution OCT (2024) Karbole W, Ploner S, Won J, Marmalidou A, Takahashi H, Waheed NK, Fujimoto JG, Maier A Conference contribution, Conference Contribution