Prof. Dr. Bernhard Kainz

Professur für Image Data Exploration and Analysis

Flexible Conditional Image Generation of Missing Data with Learned Mental Maps (2019) Hou B, Vlontzos A, Alansary A, Rueckert D, Kainz B Conference contribution Exploring the relationship between segmentation uncertainty, segmentation performance and inter-observer variability with probabilistic networks (2019) Chotzoglou E, Kainz B Conference contribution Human-level Performance on Automatic Head Biometrics in Fetal Ultrasound Using Fully Convolutional Neural Networks (2018) Sinclair M, Baumgartner CF, Matthew J, Bai W, Martinez JC, Li Y, Smith S, et al. Conference contribution, Conference Contribution Automated cardiovascular magnetic resonance image analysis with fully convolutional networks 08 Information and Computing Sciences 0801 Artificial Intelligence and Image Processing (2018) Bai W, Sinclair M, Tarroni G, Oktay O, Rajchl M, Vaillant G, Lee AM, et al. Journal article Altered biomechanical stimulation of the developing hip joint in presence of hip dysplasia risk factors (2018) Verbruggen SW, Kainz B, Shelmerdine SC, Arthurs OJ, Hajnal JV, Rutherford MA, Phillips ATM, Nowlan NC Journal article 3-D Reconstruction in Canonical Co-Ordinate Space from Arbitrarily Oriented 2-D Images (2018) Hou B, Khanal B, Alansary A, Mcdonagh S, Davidson A, Rutherford M, Hajnal J, et al. Journal article MOTION CORRECTED FETAL CARDIAC MRI INCREASES DIAGNOSTIC CONFIDENCE IN CLINICALLY CHALLENGING CASES (2018) Kainz B, Lloyd DF, van Poppel M Journal article, Original article Anatomically Constrained Neural Networks (ACNNs): Application to Cardiac Image Enhancement and Segmentation (2018) Oktay O, Ferrante E, Kamnitsas K, Heinrich M, Bai W, Caballero J, Cook SA, et al. Journal article Ensembles of multiple models and architectures for robust brain tumour segmentation (2018) Kamnitsas K, Bai W, Ferrante E, Mcdonagh S, Sinclair M, Pawlowski N, Rajchl M, et al. Conference contribution Stresses and strains on the human fetal skeleton during development (2018) Verbruggen SW, Kainz B, Shelmerdine SC, Hajnal JV, Rutherford MA, Arthurs OJ, Phillips ATM, Nowlan NC Journal article