Lehrstuhl für Informatik 5 (Mustererkennung)

DeepECG: Towards 3-D Continuous Cardiac MRI without ECG-Gating - Deep Learning based R-Wave Classification for Automated Cardiac Phase Binning (2020) Hoppe E, Wetzl J, Yoon SS, Schneider M, Stimpel B, Preuhs A, Maier A Conference contribution, Conference Contribution Baptizo: a sensor fusion based model for tracking the identity of human poses (2020) Bazo R, Reis E, Adams Seewald L, Facco Rodrigues V, Andre da Costa C, Gonzaga L, Stoffel Antunes R, et al. Journal article Intelligent 4D CT sequence scanning (i4DCT): First scanner prototype implementation and phantom measurements of automated breathing signal-guided 4D CT (2020) Werner R, Sentker T, Madesta F, Schwarz A, Vornehm M, Gauer T, Hofmann C Journal article Evaluation of MRI to Ultrasound Registration Methods for Brain Shift Correction: The CuRIOUS2018 Challenge (2020) Maier A, Maier A, Wein W, Shams R, Kadoury S, Drobny D, Modat M, et al. Journal article Dual-Mode Training with Style Control and Quality Enhancement for Road Image Domain Adaptation (2020) Venator M, Shen F, Aklanoglu S, Bruns E, Diepold K, Maier A Conference contribution, Conference Contribution RinQ Fingerprinting: Recurrence-Informed Quantile Networks for Magnetic Resonance Fingerprinting (2020) Hoppe E, Thamm F, Koerzdoerfer G, Syben-Leisner C, Nittka M, Pfeuffer J, Meyer H, Maier A Conference contribution, Abstract of lecture Field of View Extension in Computed Tomography Using Deep Learning Prior (2020) Huang Y, Gao L, Preuhs A, Maier A Conference contribution, Original article Deep autofocus with cone-beam CT consistency constraint (2020) Preuhs A, Manhart M, Roser P, Stimpel B, Syben-Leisner C, Psychogios M, Kowarschik M, Maier A Conference contribution, Original article ForestNet – Automatic Design of Sparse Multilayer Perceptron Network Architectures Using Ensembles of Randomized Trees (2020) Rodriguez Salas D, Ravikumar N, Seuret M, Maier A Conference contribution, Conference Contribution Assistive Diagnosis in Opthalmology Using Deep Learning-Based Image Retrieval (2020) Bootwala A, Breininger K, Maier A, Christlein V Book chapter / Article in edited volumes