Prof. Dr. Bernhard Kainz

Professur für Image Data Exploration and Analysis

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 Real-Time Prediction of Segmentation Quality (2018) Robinson R, Oktay O, Bai W, Valindria VV, Sanghvi MM, Aung N, Paiva JM, et al. Conference contribution RAMBO 2018 Preface (2018) Kainz B, Bhatia K, Vercauteren T, Oktay O Book chapter / Article in edited volumes Standard plane detection in 3D fetal ultrasound using an iterative transformation network (2018) Li Y, Khanal B, Hou B, Alansary A, Cerrolaza JJ, Sinclair M, Matthew J, et al. Conference contribution Computing CNN loss and gradients for pose estimation with Riemannian geometry (2018) Hou B, Miolane N, Khanal B, Lee MCH, Alansary A, Mcdonagh S, Hajnal JV, et al. Conference contribution Automatic view planning with multi-scale deep reinforcement learning agents (2018) Alansary A, Le Folgoc L, Vaillant G, Oktay O, Li Y, Bai W, Passerat-Palmbach J, et al. Conference contribution 3D fetal skull reconstruction from 2DUS via deep conditional generative networks (2018) Cerrolaza JJ, Li Y, Biffi C, Gomez A, Sinclair M, Matthew J, Knight C, et al. Conference contribution AutoDVT: Joint real-time classification for vein compressibility analysis in deep vein thrombosis ultrasound diagnostics (2018) Tanno R, Makropoulos A, Arslan S, Oktay O, Mischkewitz S, Al-Noor F, Oppenheimer J, et al. Conference contribution