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2021 Journal Article Deep learning in magnetic resonance image reconstructionChandra, Shekhar S., Bran Lorenzana, Marlon, Liu, Xinwen, Liu, Siyu, Bollmann, Steffen and Crozier, Stuart (2021). Deep learning in magnetic resonance image reconstruction. Journal of Medical Imaging and Radiation Oncology, 65 (5) 1754-9485.13276, 564-577. doi: 10.1111/1754-9485.13276 |
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2021 Journal Article Bespoke fractal sampling patterns for discrete Fourier space via the kaleidoscope transformWhite, Jacob Michael, Crozier, Stuart and Chandra, Shekhar Suresh (2021). Bespoke fractal sampling patterns for discrete Fourier space via the kaleidoscope transform. IEEE Signal Processing Letters, 14 (8), 1-5. doi: 10.1109/lsp.2021.3116510 |
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2021 Journal Article The detection of mild traumatic brain injury in paediatrics using artificial neural networksEllethy, Hanem, Chandra, Shekhar S. and Nasrallah, Fatima A. (2021). The detection of mild traumatic brain injury in paediatrics using artificial neural networks. Computers in Biology and Medicine, 135 104614, 1-9. doi: 10.1016/j.compbiomed.2021.104614 |
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2021 Journal Article On the regularization of feature fusion and mapping for fast MR multi-contrast imaging via iterative networksLiu, Xinwen, Wang, Jing, Sun, Hongfu, Chandra, Shekhar S, Crozier, Stuart and Liu, Feng (2021). On the regularization of feature fusion and mapping for fast MR multi-contrast imaging via iterative networks. Magnetic resonance imaging, 77, 159-168. doi: 10.1016/j.mri.2020.12.019 |
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2021 Journal Article Discrete element and finite element methods provide similar estimations for hip joint contact mechanics during walking gaitLi, Mao, Venäläinen, Mikko S., Chandra, Shekhar S., Patel, Rushabh, Fripp, Jurgen, Engstrom, Craig, Korhonen, Rami K., Töyräs, Juha and Crozier, Stuart (2021). Discrete element and finite element methods provide similar estimations for hip joint contact mechanics during walking gait. Journal of Biomechanics, 115 110163, 1-11. doi: 10.1016/j.jbiomech.2020.110163 |
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2021 Journal Article The application of statistical shape modeling for lung morphology in aerosol inhalation dosimetryXi, Jinxiang, Talaat, Mohamed, Si, Xiuhua April and Chandra, Shekhar (2021). The application of statistical shape modeling for lung morphology in aerosol inhalation dosimetry. Journal of Aerosol Science, 151 105623, 105623. doi: 10.1016/j.jaerosci.2020.105623 |
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2020 Journal Article Automatic lesion detection, segmentation and characterization via 3D multiscale morphological sifting in breast MRIMin, Hang, McClymont, Darryl, Chandra, Shekhar S., Crozier, Stuart and Bradley, Andrew P. (2020). Automatic lesion detection, segmentation and characterization via 3D multiscale morphological sifting in breast MRI. Biomedical Physics and Engineering Express, 6 (6) 065027, 065027. doi: 10.1088/2057-1976/abc45c |
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2020 Journal Article Fast geometric distortion correction using a deep neural network: implementation for the 1 Tesla MRI-Linac systemLi, Mao, Shan, Shanshan, Chandra, Shekhar S., Liu, Feng and Crozier, Stuart (2020). Fast geometric distortion correction using a deep neural network: implementation for the 1 Tesla MRI-Linac system. Medical Physics, 47 (9) mp.14382, 4303-4315. doi: 10.1002/mp.14382 |
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2020 Journal Article Simultaneous super-resolution and contrast synthesis of routine clinical magnetic resonance images of the knee for improving automatic segmentation of joint cartilage: data from the Osteoarthritis InitiativeNeubert, Aleš, Bourgeat, Pierrick, Wood, Jason, Engstrom, Craig, Chandra, Shekhar S., Crozier, Stuart and Fripp, Jurgen (2020). Simultaneous super-resolution and contrast synthesis of routine clinical magnetic resonance images of the knee for improving automatic segmentation of joint cartilage: data from the Osteoarthritis Initiative. Medical Physics, 47 (10) mp.14421, 4939-4948. doi: 10.1002/mp.14421 |
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2019 Journal Article Multi-scale sifting for mammographic mass detection and segmentationMin, Hang, Chandra, Shekhar S, Crozier, Stuart and Bradley, Andrew P (2019). Multi-scale sifting for mammographic mass detection and segmentation. Biomedical Physics and Engineering Express, 5 (2) 025022, 025022. doi: 10.1088/2057-1976/aafc07 |
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2018 Journal Article Local contrast-enhanced MR images via high dynamic range processingChandra, Shekhar S., Engstrom, Craig, Fripp, Jurgen, Neubert, Ales, Jin, Jin, Walker, Duncan, Salvado, Olivier, Ho, Charles and Crozier, Stuart (2018). Local contrast-enhanced MR images via high dynamic range processing. Magnetic Resonance in Medicine, 80 (3), 1206-1218. doi: 10.1002/mrm.27109 |
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2018 Journal Article Chaotic SensingChandra, Shekhar S., Ruben, Gary, Jin, Jin, Li, Mingyan, Kingston, Andrew, Svalbe, Imants and Crozier, Stuart (2018). Chaotic Sensing. IEEE Transactions on Image Processing, 27 (12) 8432445, 1-1. doi: 10.1109/TIP.2018.2864918 |
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2018 Journal Article A lightweight rapid application development framework for biomedical image analysisChandra, Shekhar S., Dowling, Jason A., Engstrom, Craig, Xia, Ying, Paproki, Anthony, Neubert, Aleš, Rivest-Hénault, David, Salvado, Olivier, Crozier, Stuart and Fripp, Jurgen (2018). A lightweight rapid application development framework for biomedical image analysis. Computer Methods and Programs in Biomedicine, 164, 193-205. doi: 10.1016/j.cmpb.2018.07.011 |
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2016 Journal Article Fast automated segmentation of multiple objects via spatially weighted shape learningChandra, Shekhar S., Dowling, Jason A., Greer, Peter B., Martin, Jarad, Wratten, Chris, Pichler, Peter, Fripp, Jurgen and Crozier, Stuart (2016). Fast automated segmentation of multiple objects via spatially weighted shape learning. Physics in Medicine and Biology, 61 (22), 8070-8084. doi: 10.1088/0031-9155/61/22/8070 |
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2016 Journal Article Automatic segmentation of the glenohumeral cartilages from magnetic resonance imagesNeubert, A., Yang, Z., Engstrom, C., Xia, Y., Strudwick, M. W., Chandra, S. S., Fripp, J. and Crozier, S. (2016). Automatic segmentation of the glenohumeral cartilages from magnetic resonance images. Medical Physics, 43 (10), 5370-5379. doi: 10.1118/1.4961011 |
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2015 Journal Article Automatic substitute computed tomography generation and contouring for magnetic resonance imaging (MRI)-alone external beam radiation therapy from standard MRI sequencesDowling, Jason A., Sun, Jidi, Pichler, Peter, Rivest-Hénault, David, Ghose, Soumya, Richardson, Haylea, Wratten, Chris, Martin, Jarad, Arm, Jameen, Best, Leah, Chandra, Shekhar S., Fripp, Jurgen, Menk, Frederick W. and Greer, Peter B. (2015). Automatic substitute computed tomography generation and contouring for magnetic resonance imaging (MRI)-alone external beam radiation therapy from standard MRI sequences. International Journal of Radiation Oncology Biology Physics, 93 (5), 1144-1153. doi: 10.1016/j.ijrobp.2015.08.045 |
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2015 Journal Article Automated 3D quantitative assessment and measurement of alpha angles from the femoral head-neck junction using MR imagingXia, Ying, Fripp, Jurgen, Chandra, Shekhar S., Walker, Duncan, Crozier, Stuart and Engstrom, Craig M. (2015). Automated 3D quantitative assessment and measurement of alpha angles from the femoral head-neck junction using MR imaging. Physics in Medicine and Biology, 60 (19), 7601-7616. doi: 10.1088/0031-9155/60/19/7601 |
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2015 Journal Article Automated analysis of hip joint cartilage combining MR T2 and three-dimensional fast-spin-echo imagesChandra, Shekhar S., Surowiec, Rachel, Ho, Charles, Xia, Ying, Engstrom, Craig M., Crozier, Stuart and Fripp, Jurgen (2015). Automated analysis of hip joint cartilage combining MR T2 and three-dimensional fast-spin-echo images. Magnetic Resonance in Medicine, 75 (1), 403-413. doi: 10.1002/mrm.25598 |
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2015 Journal Article Automatic bone segmentation and bone-cartilage interface extraction for the shoulder joint from magnetic resonance imagesYang, Zhengyi, Fripp, Jurgen, Chandra, Shekhar S., Neubert, Ales, Xia, Ying, Strudwick, Mark, Paproki, Anthony, Engstrom, Craig and Crozier, Stuart (2015). Automatic bone segmentation and bone-cartilage interface extraction for the shoulder joint from magnetic resonance images. Physics in Medicine and Biology, 60 (4), 1441-1459. doi: 10.1088/0031-9155/60/4/1441 |
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2014 Journal Article Automatic hip cartilage segmentation from 3D MR images using arc-weighted graph searchingXia, Ying, Chandra, Shekhar S., Engstrom, Craig M., Strudwick, Mark W., Crozier, Stuart and Fripp, Jurgen (2014). Automatic hip cartilage segmentation from 3D MR images using arc-weighted graph searching. Physics In Medicine And Biology, 59 (23), 7245-7266. doi: 10.1088/0031-9155/59/23/7245 |
