Lehrstuhl für Informatik 5 (Mustererkennung)

A Systematic Evaluation of Machine Learning Methods for Fault Detection and Line Identification in Electrical Power Grids (2025) Oelhaf J, Kordowich G, Perez Toro PA, Arias Vergara T, Maier A, Jäger J, Bayer S Conference contribution, Original article End-to-end Encoders Stabilize Quantum Convolutional Neural Networks for Medical Image Classification (2025) Tang L, Nau M, Maier A Conference contribution, Original article Anatomy-aware Data Augmentation for Multi-organ Segmentation in CT: AnatoMix (2025) Liu C, Fan F, Schwarz A, Maier A Conference contribution Category-fragment Segmentation Framework for Pelvic Fracture Segmentation in X-ray Images (2025) Liu D, Fan F, Maier A Conference contribution U-Net and GAN for Virtual Contrast in Breast MRI: How Do They Compare to Real Contrast Images? (2025) George A, Schreiter H, Hoßbach J, Nguyen TT, Horishnyi I, Ehring C, Heidarikahkesh S, et al. Conference contribution Automatic Detection of Bronchoscopes on X-ray Images (2025) Parvin M, Rohleder M, Maier A, Kunze H Conference contribution Abstract: Multi-level Cancer Profiling through Joint Cell-graph Representations (2025) Rivera Monroy LC, Rist L, Wilm F, Ostalecki C, Baur A, Vera González J, Breininger K, Maier A Conference contribution Towards End-to-End Speech Articulation and Spoken Language Analysis Using Deep Learning (2025) Weise T, Demir K, Perez Toro PA, Arias Vergara T, Maier A, Nöth E, Schuster M, et al. Journal article Abstract: Leveraging Image Captions for Selective Whole Slide Image Annotation (2025) Qiu J, Aubreville M, Wilm F, Öttl M, Utz J, Schlereth M, Breininger K Conference contribution Enhancing Zero-Shot Learning in Chest X-ray Diagnostics Using BioBERT for Textual Representation (2025) Bharadwaj P, Bhat S, Maier A Conference contribution, Conference Contribution