Fully automatic acute ischemic lesion segmentation in DWI using convolutional neural networks

por Chen, Liang, Bentley, Paul, Rueckert, Daniel
Publicado 2017

Machine learning for medical image reconstruction: second international workshop, MLMIR 2019, held in conjunction with MICCAI 2019, Shenzhen, China, October 17, 2019, proceedings

por Knoll, Florian, Maier, Andreas, Rueckert, Daniel, Ye, Jong Chul
Publicado 2019

Privacy: An Axiomatic Approach

por Ziller, Alexander, Mueller, Tamara T., Braren, Rickmer, Rueckert, Daniel, Kaissis, Georgios
Publicado 2022

Patch-based techniques in medical imaging: second international workshop, Patch-MI 2016, held in conjunction with MICCAI 2016, Athens, Greece, October 17, 2016, proceedings

por Wu, Guorong, Coupé, Pierrick, Zhan, Yiqiang, Munsell, Brent C, Rueckert, Daniel
Publicado 2016

Structural brain imaging in Alzheimer’s disease and mild cognitive impairment: biomarker analysis and shared morphometry database

por Ledig, Christian, Schuh, Andreas, Guerrero, Ricardo, Heckemann, Rolf A., Rueckert, Daniel
Publicado 2018

Automated Detection of Motion Artefacts in MR Imaging Using Decision Forests

por Lorch, Benedikt, Vaillant, Ghislain, Baumgartner, Christian, Bai, Wenjia, Rueckert, Daniel, Maier, Andreas
Publicado 2017

Medical imaging deep learning with differential privacy

por Ziller, Alexander, Usynin, Dmitrii, Braren, Rickmer, Makowski, Marcus, Rueckert, Daniel, Kaissis, Georgios
Publicado 2021

Understanding the need of ventricular pressure for the estimation of diastolic biomarkers

por Xi, Jiahe, Shi, Wenzhe, Rueckert, Daniel, Razavi, Reza, Smith, Nicolas P., Lamata, Pablo
Publicado 2013

The relationship between lateral meniscus shape and joint contact parameters in the knee: a study using data from the Osteoarthritis Initiative

por Zhang, Kai Yu, Kedgley, Angela E, Donoghue, Claire R, Rueckert, Daniel, Bull, Anthony MJ
Publicado 2014

Learning Biomarker Models for Progression Estimation of Alzheimer’s Disease

por Schmidt-Richberg, Alexander, Ledig, Christian, Guerrero, Ricardo, Molina-Abril, Helena, Frangi, Alejandro, Rueckert, Daniel
Publicado 2016

Deep Learning for Cardiac Image Segmentation: A Review

por Chen, Chen, Qin, Chen, Qiu, Huaqi, Tarroni, Giacomo, Duan, Jinming, Bai, Wenjia, Rueckert, Daniel
Publicado 2020

Attention Gated Networks: Learning to Leverage Salient Regions in Medical Images

por Schlemper, Jo, Oktay, Ozan, Schaap, Michiel, Heinrich, Mattias, Kainz, Bernhard, Glocker, Ben, Rueckert, Daniel
Publicado 2019

Applications of machine learning for imaging-driven diagnosis of musculoskeletal malignancies—a scoping review

por Hinterwimmer, Florian, Consalvo, Sarah, Neumann, Jan, Rueckert, Daniel, von Eisenhart-Rothe, Rüdiger, Burgkart, Rainer
Publicado 2022

Machine learning in cardiovascular magnetic resonance: basic concepts and applications

por Leiner, Tim, Rueckert, Daniel, Suinesiaputra, Avan, Baeßler, Bettina, Nezafat, Reza, Išgum, Ivana, Young, Alistair A.
Publicado 2019

Automatic volumetry on MR brain images can support diagnostic decision making

por Heckemann, Rolf A, Hammers, Alexander, Rueckert, Daniel, Aviv, Richard I, Harvey, Christopher J, Hajnal, Joseph V
Publicado 2008

Reproducible Large-Scale Neuroimaging Studies with the OpenMOLE Workflow Management System

por Passerat-Palmbach, Jonathan, Reuillon, Romain, Leclaire, Mathieu, Makropoulos, Antonios, Robinson, Emma C., Parisot, Sarah, Rueckert, Daniel
Publicado 2017

Efficient, high-performance semantic segmentation using multi-scale feature extraction

por Knolle, Moritz, Kaissis, Georgios, Jungmann, Friederike, Ziegelmayer, Sebastian, Sasse, Daniel, Makowski, Marcus, Rueckert, Daniel, Braren, Rickmer
Publicado 2021

Multi-Method Analysis of MRI Images in Early Diagnostics of Alzheimer's Disease

por Wolz, Robin, Julkunen, Valtteri, Koikkalainen, Juha, Niskanen, Eini, Zhang, Dong Ping, Rueckert, Daniel, Soininen, Hilkka, Lötjönen, Jyrki
Publicado 2011

Testing the Sensitivity of Tract-Based Spatial Statistics to Simulated Treatment Effects in Preterm Neonates

por Ball, Gareth, Boardman, James P., Arichi, Tomoki, Merchant, Nazakat, Rueckert, Daniel, Edwards, A. David, Counsell, Serena J.
Publicado 2013

Brain Extraction Using Label Propagation and Group Agreement: Pincram

por Heckemann, Rolf A., Ledig, Christian, Gray, Katherine R., Aljabar, Paul, Rueckert, Daniel, Hajnal, Joseph V., Hammers, Alexander
Publicado 2015