Craig Engstrom

According to our database, Craig Engstrom authored at least 31 papers between 2008 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Evidence-aware multi-modal data fusion and its application to total knee replacement prediction.

Xinwen Liu, Jing Wang, S. Kevin Zhou, Craig Engstrom, Shekhar S. Chandra

CoRR, 2023

Explainable Semantic Medical Image Segmentation with Style.

Wei Dai, Siyu Liu, Craig B. Engstrom, Shekhar S. Chandra

CoRR, 2023

Semantic Segmentation of 3D Medical Images Through a Kaleidoscope: Data from the Osteoarthritis Initiative.

Boyeong Woo, Marlon Bran Lorenzana, Craig Engstrom, William Baresic, Jurgen Fripp, Stuart Crozier, Shekhar S. Chandra

Proceedings of the Medical Imaging with Deep Learning, 2023

Style-Based Manifold for Weakly-Supervised Disease Characteristic Discovery.

Siyu Liu, Linfeng Liu, Craig Engstrom, Xuan Vinh To, Zongyuan Ge, Stuart Crozier, Fatima A. Nasrallah, Shekhar S. Chandra

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

Manipulating Medical Image Translation with Manifold Disentanglement.

Siyu Liu, Jason A. Dowling, Craig Engstrom, Peter B. Greer, Stuart Crozier, Shekhar S. Chandra

Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2023

2022

Integrated Multi-Modal Antenna With Coupled Radiating Structures (I-MARS) for 7T pTx Body MRI.

Aurelien Destruel, Jin Jin, Ewald Weber, Mingyan Li, Craig Engstrom, Feng Liu, Stuart Crozier

IEEE Trans. Medical Imaging, 2022

CAN3D: Fast 3D medical image segmentation via compact context aggregation.

Wei Dai, Boyeong Woo, Siyu Liu, Matthew Marques, Craig Engstrom, Peter B. Greer, Stuart Crozier, Jason A. Dowling, Shekhar S. Chandra

Medical Image Anal., 2022

Automated anomaly-aware 3D segmentation of bones and cartilages in knee MR images from the Osteoarthritis Initiative.

Boyeong Woo, Craig Engstrom, William Baresic, Jurgen Fripp, Stuart Crozier, Shekhar S. Chandra

CoRR, 2022

Structure Guided Manifolds for Discovery of Disease Characteristics.

Siyu Liu, Linfeng Liu, Xuan Vinh, Stuart Crozier, Craig Engstrom, Fatima A. Nasrallah, Shekhar Chandra

CoRR, 2022

Transformer Compressed Sensing via Global Image Tokens.

Marlon Bran Lorenzana, Craig Engstrom, Feng Liu, Shekhar S. Chandra

CoRR, 2022

Anomaly-Aware 3D Segmentation of Knee Magnetic Resonance Images.

Boyeong Woo, Craig Engstrom, Jurgen Fripp, Stuart Crozier, Shekhar S. Chandra

Proceedings of the International Conference on Medical Imaging with Deep Learning, 2022

Transformer Compressed Sensing Via Global Image Tokens.

Marlon Bran Lorenzana, Craig Engstrom, Shekhar S. Chandra

Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

2021

Can3d: Fast 3d Knee Mri Segmentation Via Compact Context Aggregation.

Wei Dai, Boyeong Woo, Siyu Liu, Matthew Marques, Fangfang Tang, Stuart Crozier, Craig Engstrom, Shekhar Chandra

Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

2020

Fabric Image Representation Encoding Networks for Large-scale 3D Medical Image Analysis.

Siyu Liu, Wei Dai, Craig Engstrom, Jurgen Fripp, Peter B. Greer, Stuart Crozier, Jason A. Dowling, Shekhar S. Chandra

CoRR, 2020

Fast High Dynamic Range MRI by Contrast Enhancement Networks.

Matthew Marques, Craig Engstrom, Jurgen Fripp, Stuart Crozier, Shekhar S. Chandra

Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

2018

A lightweight rapid application development framework for biomedical image analysis.

Shekhar S. Chandra, Jason A. Dowling, Craig Engstrom, Ying Xia, Anthony Paproki, Ales Neubert, David Rivest-Hénault, Olivier Salvado, Stuart Crozier, Jurgen Fripp

Comput. Methods Programs Biomed., 2018

2017

Automated cartilage segmentation from 3D MR images of hip joint using an ensemble of neural networks.

Ying Xia, José V. Manjón, Craig Engstrom, Stuart Crozier, Olivier Salvado, Jurgen Fripp

Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017

2016

Automated segmentation and T2-mapping of the posterior cruciate ligament from MRI of the knee: Data from the osteoarthritis initiative.

Anthony Paproki, Katharine J. Wilson, Rachel K. Surowiec, Charles P. Ho, Abinash Pant, Pierrick Bourgeat, Craig Engstrom, Stuart Crozier, Jurgen Fripp

Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

Incremental shape learning of 3D surfaces of the knee, data from the osteoarthritis initiative.

Ales Neubert, Ibrahim Naser, Anthony Paproki, Craig Engstrom, Jurgen Fripp, Stuart Crozier, Shekhar S. Chandra

Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

2015

Statistical shape model reconstruction with sparse anomalous deformations: Application to intervertebral disc herniation.

Ales Neubert, Jurgen Fripp, Craig Engstrom, Daniel Schwarz, Marc-André Weber, Stuart Crozier

Comput. Medical Imaging Graph., 2015

Automated Intervertebral Disc Segmentation Using Probabilistic Shape Estimation and Active Shape Models.

Ales Neubert, Jurgen Fripp, Shekhar S. Chandra, Craig Engstrom, Stuart Crozier

Proceedings of the Computational Methods and Clinical Applications for Spine Imaging, 2015

2014

Focused shape models for hip joint segmentation in 3D magnetic resonance images.

Shekhar S. Chandra, Ying Xia, Craig Engstrom, Stuart Crozier, Raphael Schwarz, Jurgen Fripp

Medical Image Anal., 2014

2013

Research and applications: Three-dimensional morphological and signal intensity features for detection of intervertebral disc degeneration from magnetic resonance images.

Ales Neubert, Jurgen Fripp, Craig Engstrom, Duncan Walker, Marc-André Weber, Raphael Schwarz, Stuart Crozier

J. Am. Medical Informatics Assoc., 2013

2012

Electromechanical Design and Construction of a Rotating Radio-Frequency Coil System for Applications in Magnetic Resonance.

Adnan Trakic, Ewald Weber, Bing Keong Li, Hua O. Wang, Feng Liu, Craig Engstrom, Stuart Crozier

IEEE Trans. Biomed. Eng., 2012

Unilateral hip joint segmentation with shape priors learned from missing data.

Shekhar Chandra, Ying Xia, Craig Engstrom, Raphael Schwarz, Lars Lauer, Stuart Crozier, Olivier Salvado, Jurgen Fripp

Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

Morphology-Based Interslice Interpolation on Manual Segmentations of Joint Bones and Muscles in MRI.

Zhengyi Yang, Stuart Crozier, Craig Engstrom, Raphael Schwarz, Lars Lauer, Jurgen Fripp, Shekhar Chandra, Ying Xia, Ales Neubert, Olivier Salvado, Tania Brancato

Proceedings of the 2012 International Conference on Digital Image Computing Techniques and Applications, 2012

2011

Automated MR Hip Bone Segmentation.

Ying Xia, Shakes Chandra, Olivier Salvado, Jurgen Fripp, Raphael Schwarz, Lars Lauer, Craig Engstrom, Stuart Crozier

Proceedings of the 2011 International Conference on Digital Image Computing: Techniques and Applications (DICTA), 2011

Automated 3D Segmentation of Vertebral Bodies and Intervertebral Discs from MRI.

Ales Neubert, Jurgen Fripp, Kai-Kai Shen, Olivier Salvado, Raphael Schwarz, Lars Lauer, Craig Engstrom, Stuart Crozier

Proceedings of the 2011 International Conference on Digital Image Computing: Techniques and Applications (DICTA), 2011

2010

Relaxed image foresting transforms for interactive volume image segmentation.

Filip Malmberg, Ingela Nyström, Andrew Mehnert, Craig Engstrom, Ewert Bengtsson

Proceedings of the Medical Imaging 2010: Image Processing, 2010

2009

Automated Segmentation of the Menisci from MR Images.

Jurgen Fripp, Pierrick Bourgeat, Craig Engstrom, Sébastien Ourselin, Stuart Crozier, Olivier Salvado

Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009

2008

Atlas based automated segmentation of the quadratus lumborum muscle using non-rigid registration on magnetic resonance images of the thoracolumbar region.

Valer Jurcak, Jurgen Fripp, Craig Engstrom, Duncan Walker, Olivier Salvado, Sébastien Ourselin, Stuart Crozier

Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008