Prof. Dr.-Ing. Andreas Maier

Lehrstuhl für Informatik 5 (Mustererkennung)

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 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 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 Computer-assisted mitotic count using a deep learning–based algorithm improves interobserver reproducibility and accuracy (2022) Bertram CA, Aubreville M, Donovan TA, Bartel A, Wilm F, Marzahl C, Assenmacher CA, et al. Journal article Influence of X-Ray Radiation on Historical Paper (2022) Zippert P, Seuret M, Maier A, Hausotte T Conference contribution, Conference Contribution Detection of Large Vessel Occlusions using Deep Learning by Deforming Vessel Tree Segmentations (2022) Thamm F, Taubmann O, Jürgens M, Ditt H, Maier A Conference contribution, Conference Contribution Systematic interpretation of confocal laser endomicroscopy: larynx and pharynx confocal imaging score Interpretazione sistematica dell’endomicroscopia confocale laser: punteggio endomicroscopico confocale laringeo e faringeo (2022) Sievert M, Mantsopoulos K, Müller-Hübner S, Eckstein M, Rupp R, Aubreville M, Stelzle F, et al. Journal article