Lehrstuhl für Informatik 5 (Mustererkennung)

Towards Weakly Supervised Segmentation of Orthopaedic X-ray Images Using Constrained-CNN Losses (2022) Arbogast N, Kordon F, Kunze H, Swartman B, El Barbari JS, Breininger K Conference contribution, Conference Contribution Automatic Switching of Organ Programs in Interventional X-ray Machines Using Deep Learning (2022) Ravi A, Kordon F, Maier A Conference contribution, Conference Contribution Multi-organ Segmentation with Partially Annotated Datasets (2022) Song H, Liu C, Folle L, Maier A Book chapter / Article in edited volumes A Keypoint Detection and Description Network Based on the Vessel Structure for Multi-modal Retinal Image Registration (2022) Sindel A, Hohberger B, Fassihi Dehcordi S, Mardin C, Lämmer R, Maier A, Christlein V Conference contribution Towards Super-resolution CEST MRI for Visualization of Small Structures (2022) Folle L, Tkotz K, Gadjimuradov F, Kapsner L, Fabian M, Bickelhaupt S, Simon D, et al. Book chapter / Article in edited volumes Deep learning based denoising of mammographic x-ray images: an investigation of loss functions and their detail-preserving properties (2022) Eckert D, Ritschl L, Herbst M, Wicklein J, Vesal S, Kappler S, Maier A, Stober S Conference contribution Normalization techniques for CNN based analysis of surgical cone beam CT volumes (2022) Martín Vicario C, Kordon F, Denzinger F, El Barbari JS, Privalov M, Franke J, Maier A, Kunze H Conference contribution, Conference Contribution Direct and indirect image rotation estimation methods of orthopedic x-ray images (2022) Kunze H, Kordon F, Maier A, Breininger K Conference contribution, Conference Contribution Automated artifact detection in abbreviated dynamic contrast-enhanced (DCE) MRI-derived maximum intensity projections (MIPs) of the breast (2022) Kapsner L, Ohlmeyer S, Folle L, Laun FB, Nagel AM, Liebert A, Schreiter H, et al. Journal article Known operator learning and hybrid machine learning in medical imaging - A review of the past, the present, and the future (2022) Maier A, Köstler H, Heisig M, Krauß P, Yang SH Journal article, Review article