Th17 cells expressing KIR3DL2+ and responsive to HLA-B27 homodimers are increased in ankylosing spondylitis von Bowness, Paul, Ridley, Anna, Shaw, Jacqueline, Chan, Antoni T, Wong-Baeza, Isabel, Fleming, Myles, Cummings, Fraser, McMichael, Andrew, Kollnberger, Simon

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Improving triaging from primary care into secondary care using heterogeneous data-driven hybrid machine learning von Wang, Bing, Li, Weizi, Bradlow, Anthony, Bazuaye, Eghosa, Chan, Antoni T.Y.

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P109 Early diagnosis of inflammatory arthritis (IA) using machine learning analysis of GP referral letters and blood tests to improve pre-hospital referral triage von Bradlow, Anthony, Wang, Bing, Li, Weizi, Bazuaye, Eghosa, Chan, Antoni T. Y

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Deconvolution of whole blood transcriptomics identifies changes in immune cell composition in patients with systemic lupus erythematosus (SLE) treated with mycophenolate mofetil von Akhtar, Mumina, Nair, Nisha, Carter, Lucy M, Vital, Edward M, Sutton, Emily, McHugh, Neil, Bruce, Ian N, Reynolds, John A

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Early infection risk in patients with systemic lupus erythematosus treated with rituximab or belimumab from the British Isles Lupus Assessment Group Biologics Register (BILAG-BR):... von Rodziewicz, Mia, Dyball, Sarah, Lunt, Mark, McDonald, Stephen, Sutton, Emily, Parker, Ben, Bruce, Ian N, Abernethy, Rikki, Ahmad, Yasmeen, Akil, Mohamed, Bartram, Sarah, Batley, Mike, Bharadwaj, Anurag, Bruce, Ian, Carlucci, Francesco, Chan, Antoni, Dasgupta, Bhaskar, D'Cruz, David, De Lord, Denise, Dyke, Bernard, Edwards, Christopher, Erb, Nicola, Farrell, Adrian, Gayed, Mary, Gendi, Nagui, Gompels, Luke, Gordon, Caroline, Gordon, Patrick, Griffiths, Bridget, Gullick, Nicola, Gunwardena, Harsha, Haigh, Richard, Hamdulay, Shahir, Haque, Sahena, Hutchinson, David, Isenberg, David, Jayne, David, Jeffery, Rachel, Kapur, Deepti, Kaul, Arvind, King, Jon, Knights, Sally, Korendowych, Ellie, Lanyon, Peter, Mahindrakar, Madhu, Marks, Jonathan, McCann, Liza, McLaren, Zoe, Mediwake, Rapti, Menon, Ajit, Mewar, Devesh, Min, Steven Young, Nair, Jagdish, O'Riordan, Edmond, Pyne, Dev, Rahmeh, Fouz, Regan, Marian, Reynolds, John, Rhodes, Ben, Rhys-Dillon, Ceril, Robson, Joanna C, Shaffu, Shireen, Sheeran, T, Skeoch, Sarah, Sood, Bhrigu Raj, Stratton, Richard, Teh, Lee-Suan, Vermaak, Erin, Vital, Ed, Waller, Rosemary, Watts, Richard, Wijeyekoon, Jananath, Yee, Chee-Seng, Yong, Cee Yi, Youssef, Hazem, Yusuf, Abid, Zoma, Asad

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Early detection of inflammatory arthritis to improve referrals using multimodal machine learning from blood testing, semi-structured and unstructured patient records von Wang, Bing, Li, Weizi, Bradlow, Anthony, Chan, Antoni T. Y, Bazuaye, Eghosa

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Concurrent Oral 4 – Basic Science [OP24–OP31] von Gillespie, Justin, Savic, Sinisa, Wong, Chi, Emery, Paul, Grigg, Ron, McDermott, Michael F., Goodall, Jane C., Wu, Changxin, Zhang, Yongsheng, Ellis, Lou, O'Brien, Louise, Gaston, Hill, Kollnberger, Simon, Ridley, Anna, Shaw, Jacqueline, Chan, Antoni T., Cummings, Fraser, Fleming, Miles, Bowness, Paul, Mattey, Derek L., Nixon, Nicola B., Dawes, Peter T., Karasawa, Rie, Kato, Tomohiro, Ozaki, Shoichi, Yudoh, Kazuo, Wythe, Sarah E., DiCara, Dani, Finucane, Ciara, Man, Stella, Jones, Rita, Nissim, Ahuva, Mather, Stephen J., Chernajovsky, Yuti, Costantino, Pitzalis, Bosma, Anneleen, Vasconcellos, Rita, Carter, Natalie A., Isenberg, David A., Jury, Elizabeth C., Mauri, Claudia, Sherwood, Joanna C., Achan, Pramod, Ramachandran, Manoj, Pitzalis, Costantino, Dell'Accio, Francesco

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Early detection of inflammatory arthritis to improve referrals using multimodal machine learning from blood testing, semi-structured and unstructured patient records von Wang, Bing, Li, Weizi, Bradlow, Anthony, Chan, Antoni T Y, Bazuaye, Eghosa

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Kernel-Based Density Map Generation for Dense Object Counting von Wan, Jia, Wang, Qingzhong, Chan, Antoni B.

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On Distinctive Image Captioning via Comparing and Reweighting von Wang, Jiuniu, Xu, Wenjia, Wang, Qingzhong, Chan, Antoni B.

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Tracking-by-Counting: Using Network Flows on Crowd Density Maps for Tracking Multiple Targets von Ren, Weihong, Wang, Xinchao, Tian, Jiandong, Tang, Yandong, Chan, Antoni B.

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Visual Tracking via Dynamic Memory Networks von Yang, Tianyu, Chan, Antoni B.

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Beyond Counting: Comparisons of Density Maps for Crowd Analysis Tasks-Counting, Detection, and Tracking von Kang, Di, Ma, Zheng, Chan, Antoni B.

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Counting People With Low-Level Features and Bayesian Regression von Chan, A. B., Vasconcelos, N.

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Supervised Learning of Semantic Classes for Image Annotation and Retrieval von Carneiro, G., Chan, A.B., Moreno, P.J., Vasconcelos, N.

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A Lightweight and Detector-Free 3D Single Object Tracker on Point Clouds von Xia, Yan, Wu, Qiangqiang, Li, Wei, Chan, Antoni B., Stilla, Uwe

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Generalized Characteristic Function Loss for Crowd Analysis in the Frequency Domain von Shu, Weibo, Wan, Jia, Chan, Antoni B.

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On Diversity in Image Captioning: Metrics and Methods von Wang, Qingzhong, Wan, Jia, Chan, Antoni B.

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Modeling Noisy Annotations for Point-wise Supervision von Wan, Jia, Wu, Qiangqiang, Chan, Antoni B.

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Successful Screening of Undiagnosed Psoriatic Arthritis in Primary Care Utilising Digital Interventions Within a Quality Improvement Programme von Chan, Antoni

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