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Validated machine learning tools to distinguish immune checkpoint inhibitor, radiotherapy, COVID-19 and other infective pneumonitis Hindocha, Sumeet; Hunter, Benjamin; Linton-Reid, Kristofer; Charlton, Thomas George; Chen, Mitchell; Logan, Andrew; Ahmed, Merina; Locke, Imogen; Sharma, Bhupinder; Doran, Simon; Orton, Matthew; Bunce, Catey; Power, Danielle; Ahmad, Shahreen; Chan, Karen; Ng, Peng; Toshner, Richard; Yasar, Binnaz; Conibear, John; Murphy, Ravindhi; Newsom-Davis, Tom; Goodley, Patrick; Evison, Matthew; Yousaf, Nadia; Bitar, George; McDonald, Fiona; Blackledge, Matthew; Aboagye, Eric; Lee, Richard 分享 收藏
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Interpretability of radiomics models is improved when using feature group selection strategies for predicting molecular and clinical targets in clear-cell renal cell carcinoma: insights from the TRACERx Renal study Orton, Matthew R.; Hann, Evan J.; Doran, Simon J.; Shepherd, Scott T. C.; Ap Dafydd, Derfel E.; Spencer, Charlotte E.; Lopez, Jose I.; Albarran-Artahona, Victor; Comito, Francesca; Warren, Hannah; Shur, Joshua; Messiou, Christina; Larkin, James; Turajlic, Samra; Koh, Dow-Mu 分享 收藏
Author Correction: Gross tumour volume radiomics for prognostication of recurrence & death following radical radiotherapy for NSCLC Hindocha, Sumeet; Charlton, Thomas G.; Linton-Reid, Kristofer; Hunter, Benjamin; Chan, Charleen; Ahmed, Merina; Greenlay, Emily J.; Orton, Matthew; Bunce, Catey; Lunn, Jason; Doran, Simon J.; Ahmad, Shahreen; McDonald, Fiona; Locke, Imogen; Power, Danielle; Blackledge, Matthew; Lee, Richard W.; Aboagye, Eric O. 分享 收藏
Gross tumour volume radiomics for prognostication of recurrence & death following radical radiotherapy for NSCLC Hindocha, Sumeet; Charlton, Thomas G.; Linton-Reid, Kristofer; Hunter, Benjamin; Chan, Charleen; Ahmed, Merina; Greenlay, Emily J.; Orton, Matthew; Bunce, Catey; Lunn, Jason; Doran, Simon J.; Ahmad, Shahreen; McDonald, Fiona; Locke, Imogen; Power, Danielle; Blackledge, Matthew; Lee, Richard W.; Aboagye, Eric O. 分享 收藏
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Radiomic Features From Diffusion-Weighted MRI of Retroperitoneal Soft-Tissue Sarcomas Are Repeatable and Exhibit Change After Radiotherapy Thrussell, Imogen; Winfield, Jessica M.; Orton, Matthew R.; Miah, Aisha B.; Zaidi, Shane H.; Arthur, Amani; Thway, Khin; Strauss, Dirk C.; Collins, David J.; Koh, Dow-Mu; Oelfke, Uwe; Huang, Paul H.; O'Connor, James P. B.; Messiou, Christina; Blackledge, Matthew D. 分享 收藏
A comparison of machine learning methods for predicting recurrence and death after curative-intent radiotherapy for non-small cell lung cancer: Development and validation of multivariable clinical prediction models 预测非小细胞肺癌根治性放疗后复发和死亡的机器学习方法的比较: 多变量临床预测模型的开发和验证 Hindocha, Sumeet; Charlton, Thomas G.; Linton-Reid, Kristofer; Hunter, Benjamin; Chan, Charleen; Ahmed, Merina; Robinson, Emily J.; Orton, Matthew; Ahmad, Shahreen; McDonald, Fiona; Locke, Imogen; Power, Danielle; Blackledge, Matthew; Lee, Richard W.; Aboagye, Eric O. 分享 收藏
Spatial patterns of tumour growth impact clonal diversification in a computational model and the TRACERx Renal study Fu, Xiao; Zhao, Yue; Lopez, Jose I.; Rowan, Andrew; Au, Lewis; Fendler, Annika; Hazell, Steve; Xu, Hang; Horswell, Stuart; Shepherd, Scott T. C.; Spencer, Charlotte E.; Spain, Lavinia; Byrne, Fiona; Stamp, Gordon; O'Brien, Tim; Nicol, David; Augustine, Marcellus; Chandra, Ashish; Rudman, Sarah; Toncheva, Antonia; Furness, Andrew J. S.; Pickering, Lisa; Kumar, Santosh; Koh, Dow-Mu; Messiou, Christina; ap Dafydd, Derfel; Orton, Matthew R.; Doran, Simon J.; Larkin, James; Swanton, Charles; Sahai, Erik; Litchfield, Kevin; Turajlic, Samra; Bates, Paul A. 分享 收藏
DCE-MRI is more sensitive than IVIM-DWI for assessing anti-angiogenic treatment-induced changes in colorectal liver metastases Dce-mri比ivim-dwi更敏感地评估抗血管生成治疗引起的结直肠癌肝转移的变化 Rata, Mihaela; Khan, Khurum; Collins, David J.; Koh, Dow-Mu; Tunariu, Nina; Bali, Maria Antonietta; D'Arcy, James; Winfield, Jessica M.; Picchia, Simona; Valeri, Nicola; Chau, Ian; Cunningham, David; Fassan, Matteo; Leach, Martin O.; Orton, Matthew R. 分享 收藏
Radiomics in Oncology: A Practical Guide 肿瘤学中的放射组学: 实用指南 Shur, Joshua D.; Doran, Simon J.; Kumar, Santosh; ap Dafydd, Derfel; Downey, Kate; O'Connor, James P. B.; Papanikolaou, Nikolaos; Messiou, Christina; Koh, Dow-Mu; Orton, Matthew R. 分享 收藏
Real-world radiomics from multi-vendor MRI: an original retrospective study on the prediction of nodal status and disease survival in breast cancer, as an exemplar to promote discussion of the wider issues Doran, Simon J.; Kumar, Santosh; Orton, Matthew; d'Arcy, James; Kwaks, Fenna; O'Flynn, Elizabeth; Ahmed, Zaki; Downey, Kate; Dowsett, Mitch; Turner, Nicholas; Messiou, Christina; Koh, Dow-Mu 分享 收藏
Noise-Corrected, Exponentially Weighted, Diffusion-Weighted MRI (niceDWI) Improves Image Signal Uniformity in Whole-Body Imaging of Metastatic Prostate Cancer Blackledge, Matthew D.; Tunariu, Nina; Zugni, Fabio; Holbrey, Richard; Orton, Matthew R.; Ribeiro, Ana; Hughes, Julie C.; Scurr, Erica D.; Collins, David J.; Leach, Martin O.; Koh, Dow-Mu 分享 收藏
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Principal component analysis for fast and model-free denoising of multi b-value diffusion-weighted MR images (vol 64, 105015, 2019) Gurney-Champion, Oliver J.; Collins, David J.; Wetscherek, Andreas; Rata, Mihaela; Klaassen, Remy; van Laarhoven, Hanneke W. M.; Harrington, Kevin J.; Oelfke, Uwe; Orton, Matthew R. 分享 收藏
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