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ORCIDStuart Crozier
- > Home > Persons > Stuart Crozier
Publications
- 2024
[j62]Boyeong Woo
, Craig Engstrom, William Baresic, Jurgen Fripp, Stuart Crozier, Shekhar S. Chandra:
Automated anomaly-aware 3D segmentation of bones and cartilages in knee MR images from the Osteoarthritis Initiative. Medical Image Anal. 93: 103089 (2024)- 2023
- [c54]Siyu Liu, Jason A. Dowling, Craig Engstrom, Peter B. Greer, Stuart Crozier, Shekhar S. Chandra:
Manipulating Medical Image Translation with Manifold Disentanglement. DICTA 2023: 332-339 - [c52]Siyu Liu, Linfeng Liu, Craig Engstrom, Xuan Vinh To, Zongyuan Ge, Stuart Crozier, Fatima A. Nasrallah, Shekhar S. Chandra:
Style-Based Manifold for Weakly-Supervised Disease Characteristic Discovery. MICCAI (5) 2023: 368-378 - [c51]Boyeong Woo, Marlon Bran Lorenzana, Craig Engstrom, William Baresic, Jurgen Fripp, Stuart Crozier, Shekhar S. Chandra:
Semantic Segmentation of 3D Medical Images Through a Kaleidoscope: Data from the Osteoarthritis Initiative. MIDL 2023: 905-917 - 2022
- [j60]Wei Dai, Boyeong Woo, Siyu Liu, Matthew Marques, Craig Engstrom, Peter B. Greer, Stuart Crozier, Jason A. Dowling, Shekhar S. Chandra:
CAN3D: Fast 3D medical image segmentation via compact context aggregation. Medical Image Anal. 82: 102562 (2022) - [c50]Boyeong Woo, Craig Engstrom, Jurgen Fripp, Stuart Crozier, Shekhar S. Chandra:
Anomaly-Aware 3D Segmentation of Knee Magnetic Resonance Images. MIDL 2022: 1360-1374 - [i9]Siyu Liu, Linfeng Liu, Xuan Vinh, Stuart Crozier, Craig Engstrom, Fatima A. Nasrallah, Shekhar Chandra:
Structure Guided Manifolds for Discovery of Disease Characteristics. CoRR abs/2209.11015 (2022) - [i8]Boyeong Woo, Craig Engstrom, William Baresic, Jurgen Fripp, Stuart Crozier, Shekhar S. Chandra:
Automated anomaly-aware 3D segmentation of bones and cartilages in knee MR images from the Osteoarthritis Initiative. CoRR abs/2211.16696 (2022) - 2021
- [j56]Jacob M. White, Stuart Crozier, Shekhar S. Chandra:
Bespoke Fractal Sampling Patterns for Discrete Fourier Space via the Kaleidoscope Transform. IEEE Signal Process. Lett. 28: 2053-2057 (2021) - [c48]Wei Dai, Boyeong Woo, Siyu Liu, Matthew Marques, Fangfang Tang, Stuart Crozier, Craig Engstrom, Shekhar Chandra:
Can3d: Fast 3d Knee Mri Segmentation Via Compact Context Aggregation. ISBI 2021: 1505-1508 - [i7]Xinwen Liu, Jing Wang, Fangfang Tang, Shekhar S. Chandra, Feng Liu, Stuart Crozier:
Deep Simultaneous Optimisation of Sampling and Reconstruction for Multi-contrast MRI. CoRR abs/2103.16744 (2021) - [i6]Jacob M. White, Stuart Crozier, Shekhar S. Chandra:
Bespoke Fractal Sampling Patterns for Discrete Fourier Space via the Kaleidoscope Transform. CoRR abs/2108.00639 (2021) - [i5]Wei Dai, Boyeong Woo, Siyu Liu, Matthew Marques, Craig B. Engstrom, Peter B. Greer, Stuart Crozier, Jason A. Dowling, Shekhar S. Chandra:
CAN3D: Fast 3D Medical Image Segmentation via Compact Context Aggregation. CoRR abs/2109.05443 (2021) - 2020
- [c47]Hang Min, Devin Wilson, Yinhuang Huang, Siyu Liu, Stuart Crozier, Andrew P. Bradley, Shekhar S. Chandra:
Fully Automatic Computer-aided Mass Detection and Segmentation via Pseudo-color Mammograms and Mask R-CNN. ISBI 2020: 1111-1115 - [c46]Matthew Marques, Craig Engstrom, Jurgen Fripp, Stuart Crozier, Shekhar S. Chandra:
Fast High Dynamic Range MRI by Contrast Enhancement Networks. ISBI 2020: 1446-1449 - [i4]Siyu Liu, Wei Dai, Craig Engstrom, Jurgen Fripp, Peter B. Greer, Stuart Crozier, Jason A. Dowling, Shekhar S. Chandra:
Fabric Image Representation Encoding Networks for Large-scale 3D Medical Image Analysis. CoRR abs/2006.15578 (2020) - [i3]Hang Min, Darryl McClymont, Shekhar S. Chandra, Stuart Crozier, Andrew P. Bradley:
Automatic lesion detection, segmentation and characterization via 3D multiscale morphological sifting in breast MRI. CoRR abs/2007.03199 (2020) - [i2]Siyu Liu, Jason A. Dowling, Craig Engstrom, Peter B. Greer, Stuart Crozier, Shekhar S. Chandra:
Manipulating Medical Image Translation with Manifold Disentanglement. CoRR abs/2011.13615 (2020) - 2019
- [i1]Hang Min, Devin Wilson, Yinhuang Huang, Samuel Kelly, Stuart Crozier, Andrew P. Bradley, Shekhar S. Chandra:
Fully automatic computer-aided mass detection and segmentation via pseudo-color mammograms and Mask R-CNN. CoRR abs/1906.12118 (2019) - 2018
- [j48]Shekhar S. Chandra, Jason A. Dowling, Craig Engstrom, Ying Xia, Anthony Paproki, Ales Neubert, David Rivest-Hénault, Olivier Salvado, Stuart Crozier, Jurgen Fripp:
A lightweight rapid application development framework for biomedical image analysis. Comput. Methods Programs Biomed. 164: 193-205 (2018) - [j45]Shekhar S. Chandra, Gary Ruben, Jin Jin, Mingyan Li, Andrew Kingston, Imants D. Svalbe, Stuart Crozier:
Chaotic Sensing. IEEE Trans. Image Process. 27(12): 6079-6092 (2018) - 2017
- [c45]Hang Min, Shekhar S. Chandra, Neeraj Dhungel, Stuart Crozier, Andrew P. Bradley:
Multi-scale mass segmentation for mammograms via cascaded random forests. ISBI 2017: 113-117 - 2016
- [c43]Shekhar S. Chandra, Ramitha Archchige, Gary Ruben, Jin Jin, Mingyan Li, Andrew Kingston, Imants D. Svalbe, Stuart Crozier:
Finite Radial Reconstruction for Magnetic Resonance Imaging: A Theoretical Study. DICTA 2016: 1-6 - [c41]Ales Neubert, Ibrahim Naser, Anthony Paproki, Craig Engstrom, Jurgen Fripp, Stuart Crozier, Shekhar S. Chandra:
Incremental shape learning of 3D surfaces of the knee, data from the osteoarthritis initiative. ISBI 2016: 881-884 - 2015
- [c40]Ales Neubert, Jurgen Fripp, Shekhar S. Chandra, Craig Engstrom, Stuart Crozier:
Automated Intervertebral Disc Segmentation Using Probabilistic Shape Estimation and Active Shape Models. CSI@MICCAI 2015: 150-158 - 2014
- [j34]Shekhar S. Chandra, Ying Xia, Craig Engstrom, Stuart Crozier, Raphael Schwarz, Jurgen Fripp:
Focused shape models for hip joint segmentation in 3D magnetic resonance images. Medical Image Anal. 18(3): 567-578 (2014) - 2012
- [c37]Zhengyi Yang, Stuart Crozier, Craig Engstrom, Raphael Schwarz, Lars Lauer, Jurgen Fripp, Shekhar Chandra, Ying Xia, Ales Neubert, Olivier Salvado, Tania Brancato:
Morphology-Based Interslice Interpolation on Manual Segmentations of Joint Bones and Muscles in MRI. DICTA 2012: 1-8 - [c35]Shekhar Chandra, Ying Xia, Craig Engstrom, Raphael Schwarz, Lars Lauer, Stuart Crozier, Olivier Salvado, Jurgen Fripp:
Unilateral hip joint segmentation with shape priors learned from missing data. ISBI 2012: 1711-1714
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