Lehrstuhl für Informatik 5 (Mustererkennung)

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 Limited parameter denoising for low-dose X-ray computed tomography using deep reinforcement learning (2022) Patwari M, Gutjahr R, Raupach R, Maier A Journal article, Original article Anomaly detection in IR images of PV modules using supervised contrastive learning (2022) Bommes L, Hoffmann M, Buerhop-Lutz C, Pickel T, Hauch J, Brabec C, Maier A, Peters IM Journal article Advanced neural networks for classification of MRI in psoriatic arthritis, seronegative, and seropositive rheumatoid arthritis (2022) Folle L, Bayat S, Kleyer A, Fagni F, Kapsner L, Schlereth M, Meinderink T, et al. Journal article, Original article Learning-based occupational x-ray scatter estimation (2022) Maul N, Roser P, Birkhold A, Kowarschik M, Zhong X, Strobel N, Maier A Journal article