Craig Engstrom

Orcid: 0000-0001-8637-4932

According to our database1, Craig Engstrom authored at least 31 papers between 2008 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Online presence:

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Bibliography

2024
Automated anomaly-aware 3D segmentation of bones and cartilages in knee MR images from the Osteoarthritis Initiative.
Medical Image Anal., 2024

2023
Evidence-aware multi-modal data fusion and its application to total knee replacement prediction.
CoRR, 2023

Explainable Semantic Medical Image Segmentation with Style.
CoRR, 2023

Semantic Segmentation of 3D Medical Images Through a Kaleidoscope: Data from the Osteoarthritis Initiative.
Proceedings of the Medical Imaging with Deep Learning, 2023

Style-Based Manifold for Weakly-Supervised Disease Characteristic Discovery.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

Manipulating Medical Image Translation with Manifold Disentanglement.
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.
IEEE Trans. Medical Imaging, 2022

CAN3D: Fast 3D medical image segmentation via compact context aggregation.
Medical Image Anal., 2022

Structure Guided Manifolds for Discovery of Disease Characteristics.
CoRR, 2022

Transformer Compressed Sensing via Global Image Tokens.
CoRR, 2022

Anomaly-Aware 3D Segmentation of Knee Magnetic Resonance Images.
Proceedings of the International Conference on Medical Imaging with Deep Learning, 2022

Transformer Compressed Sensing Via Global Image Tokens.
Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

2021
Can3d: Fast 3d Knee Mri Segmentation Via Compact Context Aggregation.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

2020
Fabric Image Representation Encoding Networks for Large-scale 3D Medical Image Analysis.
CoRR, 2020

Fast High Dynamic Range MRI by Contrast Enhancement Networks.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

2018
A lightweight rapid application development framework for biomedical image analysis.
Comput. Methods Programs Biomed., 2018

2017
Automated cartilage segmentation from 3D MR images of hip joint using an ensemble of neural networks.
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.
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.
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.
Comput. Medical Imaging Graph., 2015

Automated Intervertebral Disc Segmentation Using Probabilistic Shape Estimation and Active Shape Models.
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.
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.
J. Am. Medical Informatics Assoc., 2013

2012
Electromechanical Design and Construction of a Rotating Radio-Frequency Coil System for Applications in Magnetic Resonance.
IEEE Trans. Biomed. Eng., 2012

Unilateral hip joint segmentation with shape priors learned from missing data.
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.
Proceedings of the 2012 International Conference on Digital Image Computing Techniques and Applications, 2012

2011
Automated MR Hip Bone Segmentation.
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.
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.
Proceedings of the Medical Imaging 2010: Image Processing, 2010

2009
Automated Segmentation of the Menisci from MR Images.
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.
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008


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