Lehrstuhl für Informatik 5 (Mustererkennung)

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 Deep Learning-Based Classification of Inflammatory Arthritis by Identification of Joint Shape Patterns—How Neural Networks Can Tell Us Where to “Deep Dive” Clinically (2022) Folle L, Simon D, Tascilar K, Krönke G, Liphardt AM, Maier A, Schett G, Kleyer A Journal article Reference database of total retinal vessel surface area derived from volume-rendered optical coherence tomography angiography (2022) Maloca PM, Feu-Basilio S, Schottenhamml J, Valmaggia P, Scholl HP, Rosinés-Fonoll J, Marin-Martinez S, et al. Journal article Skinscan: 3D Dermatologic Diagnosis and Documentation with Commodity Devices (2022) Nau M, Schiffers F, Li Y, Xu B, Maier A, Tumblin J, Walton M, et al. Conference contribution, Abstract of a poster Fast whole-slide cartography in colon cancer histology using superpixels and CNN classification (2022) Wilm F, Benz M, Bruns V, Baghdadlian S, Dexl J, Hartmann D, Kuritcyn P, et al. Journal article