Bernhard Kainz

Medical Image Anal., 2021

Cross Modality 3D Navigation Using Reinforcement Learning and Neural Style Transfer.

[BibT_eX]

[DOI]

Cesare Magnetti

Hadrien Reynaud

CoRR, 2021

Uncertainty quantification in non-rigid image registration via stochastic gradient Markov chain Monte Carlo.

[BibT_eX]

[DOI]

Daniel Grzech

Mohammad Farid Azampour

CoRR, 2021

Self-Supervised Out-of-Distribution Detection and Localization with Natural Synthetic Anomalies (NSA).

[BibT_eX]

[DOI]

CoRR, 2021

Estimating the probabilities of causation via deep monotonic twin networks.

[BibT_eX]

[DOI]

Athanasios Vlontzos

Ciarán M. Gilligan-Lee

CoRR, 2021

Video Summarization through Reinforcement Learning with a 3D Spatio-Temporal U-Net.

[BibT_eX]

[DOI]

CoRR, 2021

Topological Data Analysis of Database Representations for Information Retrieval.

[BibT_eX]

[DOI]

CoRR, 2021

Deep radiance caching: Convolutional autoencoders deeper in ray tracing®.

[BibT_eX]

[DOI]

Giulio Jiang

Comput. Graph., 2021

MetaDetector: Detecting Outliers by Learning to Learn from Self-supervision.

[BibT_eX]

[DOI]

Proceedings of the Biomedical Image Registration, Domain Generalisation and Out-of-Distribution Analysis - MICCAI 2021 Challenges: MIDOG 2021, MOOD 2021, and Learn2Reg 2021, Held in Conjunction with MICCAI 2021, Strasbourg, France, September 27, 2021

Detecting Outliers with Poisson Image Interpolation.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

Ultrasound Video Transformers for Cardiac Ejection Fraction Estimation.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

PialNN: A Fast Deep Learning Framework for Cortical Pial Surface Reconstruction.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning in Clinical Neuroimaging - 4th International Workshop, 2021

CAS-Net: Conditional Atlas Generation and Brain Segmentation for Fetal MRI.

[BibT_eX]

[DOI]

Proceedings of the Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, and Perinatal Imaging, Placental and Preterm Image Analysis, 2021

RATCHET: Medical Transformer for Chest X-ray Diagnosis and Reporting.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

Contrastive Learning for View Classification of Echocardiograms.

[BibT_eX]

[DOI]

Proceedings of the Simplifying Medical Ultrasound - Second International Workshop, 2021

Detecting Hypo-plastic Left Heart Syndrome in Fetal Ultrasound via Disease-Specific Atlas Maps.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

Can Non-specialists Provide High Quality Gold Standard Labels in Challenging Modalities?

[BibT_eX]

[DOI]

Proceedings of the Domain Adaptation and Representation Transfer, and Affordable Healthcare and AI for Resource Diverse Global Health, 2021

Unsupervised Human Pose Estimation Through Transforming Shape Templates.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020

Learning normal appearance for fetal anomaly screening: Application to the unsupervised detection of Hypoplastic Left Heart Syndrome.

[BibT_eX]

[DOI]

CoRR, 2020

Detecting Outliers with Foreign Patch Interpolation.

[BibT_eX]

[DOI]

CoRR, 2020

Causal Future Prediction in a Minkowski Space-Time.

[BibT_eX]

[DOI]

Athanasios Vlontzos

Henrique Bergallo Rocha

CoRR, 2020

Projective Latent Space Decluttering.

[BibT_eX]

[DOI]

Andreas P. Hinterreiter

Marc Streit

CoRR, 2020

Divergent Search for Few-Shot Image Classification.

[BibT_eX]

[DOI]

Jeremy Tan

CoRR, 2020

Geomstats: A Python Package for Riemannian Geometry in Machine Learning.

[BibT_eX]

[DOI]

CoRR, 2020

Learning Cross-domain Generalizable Features by Representation Disentanglement.

[BibT_eX]

[DOI]

CoRR, 2020

Introduction to Geometric Learning in Python with Geomstats.

[BibT_eX]

[DOI]

Proceedings of the 19th Python in Science Conference 2020 (SciPy 2020), Virtual Conference, July 6, 2020

3D Probabilistic Segmentation and Volumetry from 2D Projection Images.

[BibT_eX]

[DOI]

Proceedings of the Thoracic Image Analysis - Second International Workshop, 2020

Automated Detection of Congenital Heart Disease in Fetal Ultrasound Screening.

[BibT_eX]

[DOI]

Jeremy Tan

Anselm Au

Sandy FinesilverSmith

Proceedings of the Medical Ultrasound, and Preterm, Perinatal and Paediatric Image Analysis, 2020

Unsupervised Cross-domain Image Classification by Distance Metric Guided Feature Alignment.

[BibT_eX]

[DOI]

Proceedings of the Medical Ultrasound, and Preterm, Perinatal and Paediatric Image Analysis, 2020

Ultrasound Video Summarization Using Deep Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

Projective Latent Interventions for Understanding and Fine-Tuning Classifiers.

[BibT_eX]

[DOI]

Andreas P. Hinterreiter

Marc Streit

Proceedings of the Interpretable and Annotation-Efficient Learning for Medical Image Computing, 2020

Image Registration via Stochastic Gradient Markov Chain Monte Carlo.

[BibT_eX]

[DOI]

Proceedings of the Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, and Graphs in Biomedical Image Analysis, 2020

Surface Agnostic Metrics for Cortical Volume Segmentation and Regression.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning in Clinical Neuroimaging and Radiogenomics in Neuro-oncology, 2020

Divergent search for image classification behaviors.

[BibT_eX]

[DOI]

Jeremy Tan

Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020

2019

Weakly Supervised Estimation of Shadow Confidence Maps in Fetal Ultrasound Imaging.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2019

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

[BibT_eX]

[DOI]

Medical Image Anal., 2019

Evaluating reinforcement learning agents for anatomical landmark detection.

[BibT_eX]

[DOI]

Medical Image Anal., 2019

Morpho-MNIST: Quantitative Assessment and Diagnostics for Representation Learning.

[BibT_eX]

[DOI]

Daniel Coelho de Castro

J. Mach. Learn. Res., 2019

One Shot Radiance: Global Illumination Using Convolutional Autoencoders.

[BibT_eX]

[DOI]

Giulio Jiang

CoRR, 2019

Automated Quality Control in Image Segmentation: Application to the UK Biobank Cardiac MR Imaging Study.

[BibT_eX]

[DOI]

CoRR, 2019

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.

[BibT_eX]

[DOI]

Thomas Schultz

Anna Puig

Comput. Graph., 2019

Complete Fetal Head Compounding from Multi-view 3D Ultrasound.

[BibT_eX]

[DOI]

Robert Wright

Nicolas Toussaint

Alberto Gómez

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Multiple Landmark Detection Using Multi-agent Reinforcement Learning.

[BibT_eX]

[DOI]

Athanasios Vlontzos

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Semi-supervised Learning of Fetal Anatomy from Ultrasound.

[BibT_eX]

[DOI]

Proceedings of the Domain Adaptation and Representation Transfer and Medical Image Learning with Less Labels and Imperfect Data, 2019

Representation Disentanglement for Multi-task Learning with Application to Fetal Ultrasound.

[BibT_eX]

[DOI]

Proceedings of the Smart Ultrasound Imaging and Perinatal, Preterm and Paediatric Image Analysis, 2019

Flexible Conditional Image Generation of Missing Data with Learned Mental Maps.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning for Medical Image Reconstruction, 2019

Automatic Detection of Bowel Disease with Residual Networks.

[BibT_eX]

[DOI]

Proceedings of the Predictive Intelligence in Medicine - Second International Workshop, 2019

Exploring the Relationship Between Segmentation Uncertainty, Segmentation Performance and Inter-observer Variability with Probabilistic Networks.

[BibT_eX]

[DOI]

Elisa Chotzoglou

Proceedings of the Large-Scale Annotation of Biomedical Data and Expert Label Synthesis and Hardware Aware Learning for Medical Imaging and Computer Assisted Intervention, 2019

Confident Head Circumference Measurement from Ultrasound with Real-Time Feedback for Sonographers.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

2018

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

[BibT_eX]

[DOI]

Enzo Ferrante

IEEE Trans. Medical Imaging, 2018

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

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2018

Weakly Supervised Estimation of Shadow Confidence Maps in Ultrasound Imaging.

[BibT_eX]

[DOI]

Matthew Sinclair

CoRR, 2018

Attention-Gated Networks for Improving Ultrasound Scan Plane Detection.

[BibT_eX]

[DOI]

CoRR, 2018

Attention U-Net: Learning Where to Look for the Pancreas.

[BibT_eX]

[DOI]

CoRR, 2018

Efficient Image Evidence Analysis of CNN Classification Results.

[BibT_eX]

[DOI]

Keyang Zhou

CoRR, 2018

AutoDVT: Joint Real-Time Classification for Vein Compressibility Analysis in Deep Vein Thrombosis Ultrasound Diagnostics.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

Real-Time Prediction of Segmentation Quality.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

Automatic Shadow Detection in 2D Ultrasound Images.

[BibT_eX]

[DOI]

Proceedings of the Data Driven Treatment Response Assessment - and - Preterm, Perinatal, and Paediatric Image Analysis, 2018

Standard Plane Detection in 3D Fetal Ultrasound Using an Iterative Transformation Network.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

Fast Multiple Landmark Localisation Using a Patch-Based Iterative Network.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

EchoFusion: Tracking and Reconstruction of Objects in 4D Freehand Ultrasound Imaging Without External Trackers.

[BibT_eX]

[DOI]

Proceedings of the Data Driven Treatment Response Assessment - and - Preterm, Perinatal, and Paediatric Image Analysis, 2018

Computing CNN Loss and Gradients for Pose Estimation with Riemannian Geometry.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

3D Fetal Skull Reconstruction from 2DUS via Deep Conditional Generative Networks.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

Automatic View Planning with Multi-scale Deep Reinforcement Learning Agents.

[BibT_eX]

[DOI]

Ricardo Guerrero

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

Human-level Performance On Automatic Head Biometrics In Fetal Ultrasound Using Fully Convolutional Neural Networks.

[BibT_eX]

[DOI]

Matthew Sinclair

Jacqueline Matthew

Wenjia Bai

Juan Cerrolaza Martinez

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

2017

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

[BibT_eX]

[DOI]

IEEE Trans. Vis. Comput. Graph., 2017

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

[BibT_eX]

[DOI]

Martin Rajchl

Matthew C. H. Lee

IEEE Trans. Medical Imaging, 2017

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

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2017

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

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2017

DLTK: State of the Art Reference Implementations for Deep Learning on Medical Images.

[BibT_eX]

[DOI]

CoRR, 2017

Human-level CMR image analysis with deep fully convolutional networks.

[BibT_eX]

[DOI]

CoRR, 2017

3D Reconstruction in Canonical Co-ordinate Space from Arbitrarily Oriented 2D Images.

[BibT_eX]

[DOI]

CoRR, 2017

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

[BibT_eX]

[DOI]

Enzo Ferrante

CoRR, 2017

Predicting Slice-to-Volume Transformation in Presence of Arbitrary Subject Motion.

[BibT_eX]

[DOI]

CoRR, 2017

Context-Sensitive Super-Resolution for Fast Fetal Magnetic Resonance Imaging.

[BibT_eX]

[DOI]

Mary A. Rutherford

Joseph V. Hajnal

Proceedings of the Molecular Imaging, Reconstruction and Analysis of Moving Body Organs, and Stroke Imaging and Treatment, 2017

Ensembles of Multiple Models and Architectures for Robust Brain Tumour Segmentation.

[BibT_eX]

[DOI]

Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2017

Predicting Slice-to-Volume Transformation in Presence of Arbitrary Subject Motion.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017

Fetal Skull Segmentation in 3D Ultrasound via Structured Geodesic Random Forest.

[BibT_eX]

[DOI]

Proceedings of the Fetal, Infant and Ophthalmic Medical Image Analysis, 2017

Accessible GLSL Shader Programming.

[BibT_eX]

[DOI]

Antoine Toisoul

Proceedings of the 38th Annual Conference of the European Association for Computer Graphics, 2017

2016

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

[BibT_eX]

[DOI]

Ben Glocker

Medical Image Anal., 2016

Learning under Distributed Weak Supervision.

[BibT_eX]

[DOI]

CoRR, 2016

DeepCut: Object Segmentation from Bounding Box Annotations using Convolutional Neural Networks.

[BibT_eX]

[DOI]

Martin Rajchl

Matthew C. H. Lee

Wenjia Bai

CoRR, 2016

Real-Time Detection and Localisation of Fetal Standard Scan Planes in 2D Freehand Ultrasound.

[BibT_eX]

[DOI]

CoRR, 2016

High-Performance Motion Correction of Fetal MRI.

[BibT_eX]

[DOI]

David F. A. Lloyd

Maria Kuklisova-Murgasova

Proceedings of the 4th EuroVis Workshop on Reproducibility, 2016

Real-Time Standard Scan Plane Detection and Localisation in Fetal Ultrasound Using Fully Convolutional Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016

Fast Fully Automatic Segmentation of the Human Placenta from Motion Corrupted MRI.

[BibT_eX]

[DOI]

Alice Davidson

Rostislav Khlebnikov

Martin Rajchl

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016

2015

Fast Volume Reconstruction From Motion Corrupted Stacks of 2D Slices.

[BibT_eX]

[DOI]

Maria Kuklisova-Murgasova

Markus Steinberger

Wolfgang Wein

IEEE Trans. Medical Imaging, 2015

Interactive Volumetry Of Liver Ablation Zones.

[BibT_eX]

[DOI]

CoRR, 2015

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

[BibT_eX]

[DOI]

Christopher Bowles

Niamh C. Nowlan

Tayyib T. A. Hayat

Proceedings of the Medical Imaging 2015: Image Processing, 2015

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

[BibT_eX]

[DOI]

Kevin Keraudren

Vanessa Kyriakopoulou

Mary A. Rutherford

Joseph V. Hajnal

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015 - 18th International Conference Munich, Germany, October 5, 2015

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

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015

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

[BibT_eX]

[DOI]

Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015

Automatic Brain Localization in Fetal MRI Using Superpixel Graphs.

[BibT_eX]

[DOI]

Maria Kuklisova-Murgasova

Proceedings of the Machine Learning Meets Medical Imaging - First International Workshop, 2015

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

[BibT_eX]

[DOI]

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

2014

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

[BibT_eX]

[DOI]

Kevin Keraudren

Vanessa Kyriakopoulou

NeuroImage, 2014

On-the-fly generation and rendering of infinite cities on the GPU.

[BibT_eX]

[DOI]

Comput. Graph. Forum, 2014

Parallel generation of architecture on the GPU.

[BibT_eX]

[DOI]

Comput. Graph. Forum, 2014

Parallel Irradiance Caching for Interactive Monte-Carlo Direct Volume Rendering.

[BibT_eX]

[DOI]

Comput. Graph. Forum, 2014

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

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

High-resolution contrast enhanced multi-phase hepatic Computed Tomography data fromaporcine Radio-Frequency Ablation study.

[BibT_eX]

[DOI]

Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

Fast fully automatic brain detection in fetal MRI using dense rotation invariant image descriptors.

[BibT_eX]

[DOI]

Kevin Keraudren

Vanessa Kyriakopoulou

Mary A. Rutherford

Joseph V. Hajnal

Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

2013

Noise-Based Volume Rendering for the Visualization of Multivariate Volumetric Data.

[BibT_eX]

[DOI]

IEEE Trans. Vis. Comput. Graph., 2013

2012

Softshell: dynamic scheduling on GPUs.

[BibT_eX]

[DOI]

ACM Trans. Graph., 2012

Procedural Texture Synthesis for Zoom-Independent Visualization of Multivariate Data.

[BibT_eX]

[DOI]

Comput. Graph. Forum, 2012

Ray prioritization using stylization and visual saliency.

[BibT_eX]

[DOI]

Comput. Graph., 2012

OmniKinect: real-time dense volumetric data acquisition and applications.

[BibT_eX]

[DOI]

Proceedings of the 18th ACM Symposium on Virtual Reality Software and Technology, 2012

Volumetric Real-Time Particle-Based Representation of Large Unstructured Tetrahedral Polygon Meshes.

[BibT_eX]

[DOI]

Proceedings of the Mesh Processing in Medical Image Analysis 2012, 2012

Intervention Planning of Hepatocellular Carcinoma Radio-Frequency Ablations.

[BibT_eX]

[DOI]

Rupert H. Portugaller

Proceedings of the Clinical Image-Based Procedures. From Planning to Intervention, 2012

2011

Crepuscular Rays for Tumor Accessibility Planning.

[BibT_eX]

[DOI]

IEEE Trans. Vis. Comput. Graph., 2011

Using perceptual features to prioritize ray-based image generation.

[BibT_eX]

[DOI]

Proceedings of the Symposium on Interactive 3D Graphics and Games, 2011

Stylization-based ray prioritization for guaranteed frame rates.

[BibT_eX]

[DOI]

Proceedings of the 9th International Symposium on Non-Photorealistic Animation and Rendering, 2011

Volume Visualization in the Clinical Practice.

[BibT_eX]

[DOI]

Rupert H. Portugaller

Proceedings of the Augmented Environments for Computer-Assisted Interventions, 2011

Strahlenbasierte Algorithmen für die medizinische Visualisierung vielfacher volumetrischer Datensätze.

[BibT_eX]

[DOI]

Proceedings of the Ausgezeichnete Informatikdissertationen 2011, 2011

GPU Based On-the-fly Light Emission-absorption Approximation for Direct Multi-volume Rendering.

[BibT_eX]

[DOI]

Proceedings of the 32nd Annual Conference of the European Association for Computer Graphics, 2011

Ray-based Image Generation for Advanced Medical Applications.

[BibT_eX]

PhD thesis, 2011

2010

Vessel Segmentation for Ablation Treatment Planning and Simulation.

[BibT_eX]

[DOI]

Karlheinz Tscheliessnigg

Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010

2009

In vivo interactive visualization of four-dimensional blood flow patterns.

[BibT_eX]

[DOI]

Vis. Comput., 2009

Ray casting of multiple volumetric datasets with polyhedral boundaries on manycore GPUs.

[BibT_eX]

[DOI]

ACM Trans. Graph., 2009

2008

Fast Marker Based C-Arm Pose Estimation.

[BibT_eX]

[DOI]