List of works by Bernhard Kainz

3-D Reconstruction in Canonical Co-Ordinate Space From Arbitrarily Oriented 2-D Images

Adaptive scan strategies for fetal MRI imaging using slice to volume techniques

Altered biomechanical stimulation of the developing hip joint in presence of hip dysplasia risk factors

scientific article published on 20 July 2018

Anatomically Constrained Neural Networks (ACNNs): Application to Cardiac Image Enhancement and Segmentation

scientific article published on 26 September 2017

Attention gated networks: Learning to leverage salient regions in medical images

scientific article published on 05 February 2019

Automated Localization of Fetal Organs in MRI Using Random Forests with Steerable Features

Automated cardiovascular magnetic resonance image analysis with fully convolutional networks

scientific article published on 14 September 2018

Automated fetal brain segmentation from 2D MRI slices for motion correction.

scientific article published on 22 July 2014

Automated quality control in image segmentation: application to the UK Biobank cardiovascular magnetic resonance imaging study

scientific article published on 14 March 2019

Automatic Brain Localization in Fetal MRI Using Superpixel Graphs

CortexODE: Learning Cortical Surface Reconstruction by Neural ODEs

scientific article published in 2022

Crepuscular rays for tumor accessibility planning

scientific article

DeepCut: Object Segmentation From Bounding Box Annotations Using Convolutional Neural Networks.

scientific article published on 9 November 2016

Evaluating reinforcement learning agents for anatomical landmark detection

scientific article published on 14 February 2019

Fast Volume Reconstruction From Motion Corrupted Stacks of 2D Slices

scientific article published on 20 March 2015

Fast marker based C-Arm pose estimation

scientific article published on 01 January 2008

Flexible Reconstruction and Correction of Unpredictable Motion from Stacks of 2D Images

Foreword to the special section on the Eurographics Workshop on Visual Computing for Biology and Medicine (VCBM) at Medical Image Computing and Computer Assisted Intervention (MICCAI) 2018

scientific article published on 17 August 2019

Interactive Volumetry Of Liver Ablation Zones.

scientific article

Learning clinically useful information from images: Past, present and future

scientific article published on 15 June 2016

Machine learning for the automatic localisation of foetal body parts in cine-MRI scans

scholarly article published 20 March 2015

Magnetic Resonance–Derived 3-Dimensional Blood Flow Patterns in the Main Pulmonary Artery as a Marker of Pulmonary Hypertension and a Measure of Elevated Mean Pulmonary Arterial Pressure

scientific article published on 01 July 2008

Motion Corrected 3D Reconstruction of the Fetal Thorax from Prenatal MRI

scientific article published on 01 January 2014

Noise-based volume rendering for the visualization of multivariate volumetric data

scientific article

PVR: Patch-to-Volume Reconstruction for Large Area Motion Correction of Fetal MRI. ⬇️

scientific article published in September 2017

Placenta Maps: In Utero Placental Health Assessment of the Human Fetus.

scientific article

RFA-cut: Semi-automatic segmentation of radiofrequency ablation zones with and without needles via optimal s-t-cuts.

scientific article published in August 2015

SonoNet: Real-Time Detection and Localisation of Fetal Standard Scan Planes in Freehand Ultrasound

scientific article published on 11 July 2017

Stresses and strains on the human fetal skeleton during development

scientific article

Three-dimensional visualisation of the fetal heart using prenatal MRI with motion-corrected slice-volume registration: a prospective, single-centre cohort study

scientific article published on 22 March 2019

Vessel segmentation for ablation treatment planning and simulation

scientific article published on 01 January 2010

Weakly Supervised Estimation of Shadow Confidence Maps in Fetal Ultrasound Imaging

scientific article published on 25 April 2019

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