Fraunhofer-Institut für Bildgestützte Medizin (MEVIS)

Cooperative AI training for cardiothoracic segmentation in computed tomography: An iterative multi-center annotation approach (2024) Lassen-Schmidt B, Baessler B, Gutberlet M, Berger J, Brendel JM, Bucher AM, Emrich T, et al. Journal article Metrics reloaded: recommendations for image analysis validation (2024) Maier-Hein L, Reinke A, Godau P, Tizabi MD, Buettner F, Christodoulou E, Glocker B, et al. Journal article Understanding metric-related pitfalls in image analysis validation (2024) Reinke A, Tizabi MD, Baumgartner M, Eisenmann M, Heckmann-Nötzel D, Kavur AE, Rädsch T, et al. Journal article The Liver Tumor Segmentation Benchmark (LiTS) (2023) Bilic P, Christ P, Li HB, Vorontsov E, Ben-Cohen A, Kaissis G, Szeskin A, et al. Journal article Unsupervised many-to-many stain translation for histological image augmentation to improve classification accuracy (2023) Berijanian M, Schaadt NS, Huang B, Lotz J, Feuerhake F, Merhof D Journal article Stain-Independent Deep Learning-Based Analysis of Digital Kidney Histopathology. (2023) Bouteldja N, Hölscher DL, Klinkhammer BM, Buelow RD, Lotz J, Weiss N, Daniel C, et al. Journal article Learning-based autonomous vascular guidewire navigation without human demonstration in the venous system of a porcine liver (2022) Karstensen L, Ritter J, Hatzl J, Paetz T, Langejuergen J, Uhl C, Mathis-Ullrich F Journal article Comprehensive bone marrow analysis integrating deep learning-based pattern discovery (BMDeep) (2022) Pontones M, Hoefener H, Kock F, Schwen L, Westphal M, Dickel N, Kunz M, Metzler M Conference contribution Facile Testbed for Robotic X-ray based Endovascular Interventions (2021) Karstensen L, Pätz T, Mathis-Ullrich F, Stallkamp J Journal article Breaking medical data sharing boundaries by using synthesized radiographs (2020) Han T, Nebelung S, Haarburger C, Horse N, Reinartz S, Merhof D, Kiessling F, et al. Journal article