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2024 Journal Article Synthetic data for deep learning in computer vision and medical imaging: a means to reduce data biasPaproki, Anthony, Salvado, Olivier and Fookes, Clinton (2024). Synthetic data for deep learning in computer vision and medical imaging: a means to reduce data bias. ACM Computing Surveys, 56 (11) 271, 1-37. doi: 10.1145/3663759 |
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2023 Conference Publication Learning dense correspondence from synthetic environmentsLal, Mithun, Paproki, Anthony, Habili, Nariman, Petersson, Lars, Salvado, Olivier and Fookes, Clinton (2023). Learning dense correspondence from synthetic environments. 2022 International Conference on Digital Image Computing: Techniques and Applications (DICTA), Sydney, NSW Australia, 30 November-2 December 2022. Piscataway, NJ USA: Institute of Electrical and Electronics Engineers. doi: 10.1109/dicta56598.2022.10034586 |
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2021 Journal Article Time to get serious about the detection and monitoring of early lung disease in cystic fibrosisBayfield, Katie J., Douglas, Tonia A., Rosenow, Tim, Davies, Jane Carolyn, Elborn, Stuart J., Mall, Marcus, Paproki, Anthony, Ratjen, Felix, Sly, Peter D., Smyth, Alan R., Stick, Stephen, Wainwright, Claire E. and Robinson, Paul D. (2021). Time to get serious about the detection and monitoring of early lung disease in cystic fibrosis. Thorax, 76 (12), 1-11. doi: 10.1136/thoraxjnl-2020-216085 |
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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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2017 Journal Article Automated T2-mapping of the Menisci From Magnetic Resonance Images in Patients with Acute Knee InjuryPaproki, Anthony, Engstrom, Craig, Strudwick, Mark, Wilson, Katharine J., Surowiec, Rachel K., Ho, Charles, Crozier, Stuart and Fripp, Jurgen (2017). Automated T2-mapping of the Menisci From Magnetic Resonance Images in Patients with Acute Knee Injury. Academic Radiology, 24 (10), 1295-1304. doi: 10.1016/j.acra.2017.03.025 |
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2017 Journal Article Comparison of 3D bone models of the knee joint derived from CT and 3T MR imagingNeubert, Aleš, Wilson, Katharine J., Engstrom, Craig, Surowiec, Rachel K., Paproki, Anthony, Johnson, Nicholas, Crozier, Stuart, Fripp, Jurgen and Ho, Charles P. (2017). Comparison of 3D bone models of the knee joint derived from CT and 3T MR imaging. European Journal of Radiology, 93, 178-184. doi: 10.1016/j.ejrad.2017.05.042 |
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2017 Other Outputs Automated Image Analysis of High-field and Dynamic Musculoskeletal MRIPaproki, Anthony (2017). Automated Image Analysis of High-field and Dynamic Musculoskeletal MRI. PhD Thesis, School of Information Technol and Elec Engineering, The University of Queensland. doi: 10.14264/uql.2017.388 |
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2016 Conference Publication Automated segmentation and T2-mapping of the posterior cruciate ligament from MRI of the knee: data from the osteoarthritis initiativePaproki, Anthony, Wilson, Katharine J., Surowiec, Rachel K., Ho, Charles P., Pant, Abinash, Bourgeat, Pierrick, Engstrom, Craig, Crozier, Stuart and Fripp, Jurgen (2016). Automated segmentation and T2-mapping of the posterior cruciate ligament from MRI of the knee: data from the osteoarthritis initiative. IEEE International Symposium on Biomedical Imaging (ISBI), Prague, Czech Republic, 13-16 April 2016. Piscataway, NJ, United States: IEEE. doi: 10.1109/ISBI.2016.7493298 |
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2016 Conference Publication Incremental shape learning of 3D surfaces of the knee, data from the osteoarthritis initiativeNeubert, Ales, Naser, Ibrahim, Paproki, Anthony, Engstrom, Craig, Fripp, Jurgen, Crozier, Stuart and Chandra, Shekhar S. (2016). Incremental shape learning of 3D surfaces of the knee, data from the osteoarthritis initiative. 2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI), Prague, Czech Republic, 13-16 April, 2016. Piscataway, United States: IEEE Operations Center. doi: 10.1109/ISBI.2016.7493406 |
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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 Conference Publication Automatic Bone Segmentation for Shoulder {MRI} using Statistical Shape ModelsYang, Zhengyi, Fripp, Jurgen, Engstrom, Craig, Chandra, Shekhar, Xia, Ying, Paproki, Anthony, Strudwick, Mark, Neubert, Ales and Crozier, Stuart (2014). Automatic Bone Segmentation for Shoulder {MRI} using Statistical Shape Models. 2014 – Joint Annual Meeting ISMRM-ESMRMB, 22nd Scientific Meeting and Exhibition, Milan, Italy, 10-16 May 2014. Berkeley, CA United States: International Society for Magnetic Resonance in Medicine. |
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2014 Journal Article Automated segmentation and analysis of normal and osteoarthritic knee menisci from magnetic resonance images: data from the Osteoarthritis InitiativePaproki, A., Engstrom, C., Chandra, S. S., Neubert, A., Fripp, J. and Crozier, S. (2014). Automated segmentation and analysis of normal and osteoarthritic knee menisci from magnetic resonance images: data from the Osteoarthritis Initiative. Osteoarthritis and Cartilage, 22 (9), 1259-1270. doi: 10.1016/j.joca.2014.06.029 |
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2012 Journal Article A novel mesh processing based technique for 3D plant analysisPaproki, Anthony, Sirault, Xavier, Berry, Scott, Furbank, Robert and Fripp, Jurgen (2012). A novel mesh processing based technique for 3D plant analysis. Bmc Plant Biology, 12 63. doi: 10.1186/1471-2229-12-63 |
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2011 Conference Publication Automated 3D segmentation and analysis of cotton plantsPaproki, Anthony, Fripp, Jurgen, Salvado, Olivier, Sirault, Xavier, Berry, Scott and Furbank, Robert (2011). Automated 3D segmentation and analysis of cotton plants. 2011 International Conference on Digital Image Computing: Techniques and Applications, Noosa, QLD Australia, 6-8 December 2011. Piscataway, NJ USA: Institute of Electrical and Electronics Engineers. doi: 10.1109/dicta.2011.99 |
