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2017 Conference Publication Pseudo-CT generation by conditional inference random forest for MRI-based radiotherapy treatment planningLargent, Axel, Nunes, Jean-Claude, Saint-Jalmes, Hervé, Simon, Antoine, Perichon, Nicolas, Barateau, Anais, Hervé, Chloé, Lafond, Caroline, Greer, Peter B., Dowling, Jason A., De Crevoisier, Renaud and Acosta, Oscar (2017). Pseudo-CT generation by conditional inference random forest for MRI-based radiotherapy treatment planning. European Signal Processing Conference (EUSIPCO), Kos, Greece, 28 August - 2 September 2017. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.23919/EUSIPCO.2017.8081166 |
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2017 Conference Publication Intensity based synthetic CT generation from standard T2-weighted MR images with three MR scannersKoivula, L., Wee, L., Dowling, J., Greer, P., Seppälä, T. and Korhonen, J. (2017). Intensity based synthetic CT generation from standard T2-weighted MR images with three MR scanners. ESTRO 36 - European Society for Radiotherapy & Oncology, Vienna, Austria, 5-9 May 2017. Shannon, Ireland: Elsevier. doi: 10.1016/s0167-8140(17)30884-8 |
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2017 Journal Article Substitute CT generation from a single ultra short time echo MRI sequence: Preliminary studyGhose, Soumya, Dowling, Jason A., Rai, Robba and Liney, Gary P. (2017). Substitute CT generation from a single ultra short time echo MRI sequence: Preliminary study. Physics in Medicine and Biology, 62 (8), 2950-2960. doi: 10.1088/1361-6560/aa508a |
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2017 Conference Publication Atlas-based segmentation technique incorporating inter-observer delineation uncertainty for whole breastBell, L. R., Dowling, J. A., Pogson, E. M., Metcalfe, P. and Holloway, L. (2017). Atlas-based segmentation technique incorporating inter-observer delineation uncertainty for whole breast. Micro-Mini & Nano-Dosimetry & Innovative Technologies in Radiation Therapy (MMND&ITRO2016), Hobart, TAS Australia, 26–28 January 2016. Bristol, United Kingdom: Institute of Physics. doi: 10.1088/1742-6596/777/1/012002 |
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2017 Journal Article An MRI-compatible patient rotation system - Design, construction, and first organ deformation resultsWhelan, Brendan, Liney, Gary P., Dowling, Jason A., Rai, Robba, Holloway, Lois, McGarvie, Leigh, Feain, Ilana, Barton, Michael, Berry, Megan, Wilkins, Rob and Keall, Paul (2017). An MRI-compatible patient rotation system - Design, construction, and first organ deformation results. Medical Physics, 44 (2), 581-588. doi: 10.1002/mp.12065 |
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2016 Journal Article Multi-atlas and unsupervised learning approach to perirectal space segmentation in CT imagesGhose, Soumya, Denham, James W., Ebert, Martin A., Kennedy, Angel, Mitra, Jhimli and Dowling, Jason A. (2016). Multi-atlas and unsupervised learning approach to perirectal space segmentation in CT images. Physical and Engineering Sciences in Medicine, 39 (4), 933-941. doi: 10.1007/s13246-016-0496-0 |
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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 MRI geometric distortion: Impact on tangential whole-breast IMRTWalker, Amy, Metcalfe, Peter, Liney, Gary, Batumalai, Vikneswary, Dundas, Kylie, Glide-Hurst, Carri, Delaney, Geoff P., Boxer, Miriam, Yap, Mei Ling, Dowling, Jason, Rivest-Henault, David, Pogson, Elise and Holloway, Lois (2016). MRI geometric distortion: Impact on tangential whole-breast IMRT. Journal of Applied Clinical Medical Physics, 17 (5), 7-19. doi: 10.1120/jacmp.v17i5.6242 |
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2016 Journal Article MRI-alone radiation therapy planning for prostate cancer: Automatic fiducial marker detectionGhose, Soumya, Mitra, Jhimli, Rivest-Hénault, David, Fazlollahi, Amir, Stanwell, Peter, Pichler, Peter, Sun, Jidi, Fripp, Jurgen, Greer, Peter B. and Dowling, Jason A. (2016). MRI-alone radiation therapy planning for prostate cancer: Automatic fiducial marker detection. Medical Physics, 43 (5), 2218-2228. doi: 10.1118/1.4944871 |
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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 Utilising pseudo-CT data for dose calculation and plan optimization in adaptive radiotherapyWhelan, Brendan, Kumar, Shivani, Dowling, Jason, Begg, Jarrad, Lambert, Jonathan, Lim, Karen, Vinod, Shalini K., Greer, Peter B. and Holloway, Lois (2015). Utilising pseudo-CT data for dose calculation and plan optimization in adaptive radiotherapy. Australasian Physical and Engineering Sciences in Medicine, 38 (4), 561-568. doi: 10.1007/s13246-015-0376-z |
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2015 Journal Article Robust inverse-consistent affine CT-MR registration in MRI-assisted and MRI-alone prostate radiation therapyRivest-Hénault, David, Dowson, Nicholas, Greer, Peter B., Fripp, Jurgen and Dowling, Jason A. (2015). Robust inverse-consistent affine CT-MR registration in MRI-assisted and MRI-alone prostate radiation therapy. Medical Image Analysis, 23 (1), 56-69. doi: 10.1016/j.media.2015.04.014 |
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2015 Journal Article A review of segmentation and deformable registration methods applied to adaptive cervical cancer radiation therapy treatment planningGhose, Soumya, Holloway, Lois, Lim, Karen, Chan, Philip, Veera, Jacqueline, Vinod, Shalini K., Liney, Gary, Greer, Peter B. and Dowling, Jason (2015). A review of segmentation and deformable registration methods applied to adaptive cervical cancer radiation therapy treatment planning. Artificial Intelligence in Medicine, 64 (2), 75-87. doi: 10.1016/j.artmed.2015.04.006 |
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2015 Journal Article MRI simulation: End-to-end testing for prostate radiation therapy using geometric pelvic MRI phantomsSun, Jidi, Dowling, Jason, Pichler, Peter, Menk, Fred, Rivest-Henault, David, Lambert, Jonathan, Parker, Joel, Arm, Jameen, Best, Leah, Martin, Jarad, Denham, James W. and Greer, Peter B. (2015). MRI simulation: End-to-end testing for prostate radiation therapy using geometric pelvic MRI phantoms. Physics in Medicine and Biology, 60 (8) 3097, 3097-3109. doi: 10.1088/0031-9155/60/8/3097 |
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2015 Journal Article Continuous table acquisition MRI for radiotherapy treatment planning: Distortion assessment with a new extended 3D volumetric phantomWalker, Amy, Liney, Gary, Holloway, Lois, Dowling, Jason, Rivest-Henault, David and Metcalfe, Peter (2015). Continuous table acquisition MRI for radiotherapy treatment planning: Distortion assessment with a new extended 3D volumetric phantom. Medical Physics, 42 (4), 1982-1991. doi: 10.1118/1.4915920 |
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2015 Journal Article An open source automatic quality assurance (OSAQA) tool for the ACR MRI phantomSun, Jidi, Barnes, Michael, Dowling, Jason, Menk, Fred, Stanwell, Peter and Greer, Peter B. (2015). An open source automatic quality assurance (OSAQA) tool for the ACR MRI phantom. Australasian Physical and Engineering Sciences in Medicine, 38 (1), 39-46. doi: 10.1007/s13246-014-0311-8 |
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2015 Journal Article An Improved Patient-Specific Mortality Risk Prediction in ICU in a Random Forest Classification FrameworkGhose, Soumya, Mitra, Jhimli, Khanna, Sankalp and Dowling, Jason (2015). An Improved Patient-Specific Mortality Risk Prediction in ICU in a Random Forest Classification Framework. Studies in health technology and informatics, 214, 56-61. doi: 10.3233/978-1-61499-558-6-56 |
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2015 Journal Article Investigation on the performance of dedicated radiotherapy positioning devices for MR scanning for prostate planningSun, Jidi, Dowling, Jason A., Pichler, Peter, Parker, Joel, Martin, Jarad, Stanwell, Peter, Arm, Jameen, Menk, Fred and Greer, Peter B. (2015). Investigation on the performance of dedicated radiotherapy positioning devices for MR scanning for prostate planning. Journal of Applied Clinical Medical Physics, 16 (2), 4-13. doi: 10.1120/jacmp.v16i2.4848 |
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2015 Journal Article Human Activity Recognition from Smart-Phone Sensor Data using a Multi-Class Ensemble Learning in Home MonitoringGhose, Soumya, Mitra, Jhimli, Karunanithi, Mohan and Dowling, Jason (2015). Human Activity Recognition from Smart-Phone Sensor Data using a Multi-Class Ensemble Learning in Home Monitoring. Studies in health technology and informatics, 214, 62-7. doi: 10.3233/978-1-61499-558-6-62 |
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2014 Journal Article MR simulation for prostate radiation therapy: Effect of coil mounting position on image qualitySun, J., Pichler, P., Dowling, J., Menk, F., Stanwell, P., Arm, J. and Greer, P. B. (2014). MR simulation for prostate radiation therapy: Effect of coil mounting position on image quality. British Journal of Radiology, 87 (1042) 20140325, 20140325. doi: 10.1259/bjr.20140325 |
