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Multi-Task Learning for Alzheimer’s Disease Diagnosis and Mini-Mental State Examination Score Prediction by Jin Liu, Xu Tian, Hanhe Lin, Hong-Dong Li, Yi Pan

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A systematic review of the impact of artificial intelligence on educational outcomes in health professions education by Eva Feigerlova, Hind Hani, Ellie Hothersall-Davies

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Immunobridging Trials: An Important Tool to Protect Vulnerable and Immunocompromised Patients Against Evolving Pathogens by Pedro Cruz, Jie Min Lam, Jehad Abdalla, Samira Bell, Jola Bytyci, Tal Brosh-Nissimov, John Gill, Ghady Haidar, Michael Hoerger, Yasmin Maor, Antonio Pagliuca, Francois Raffi, Ffion Samuels, Dorry Segev, Yuxin Ying, Lennard Y. W. Lee

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Barriers and enablers to recruiting participants within paediatric perioperative and anaesthetic settings: lessons learned from a trial of melatonin versus midazolam in the premedi... by Marie C. Hyslop, Diana E. Papaioannou, Robert Bolt, Matthew J. Wilson, Michael Bradburn, Janet Clarkson, Esther Herbert, Nicholas Ireland, Jennifer Kettle, Amanda Loban, Amy C. Norrington, Christopher Vernazza, Christopher Deery

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FutureMS cohort profile: a Scottish multicentre inception cohort study of relapsing-remitting multiple sclerosis by David Hunt, Siddharthan Chandran, Peter Connick, Peter Foley, Patrick K A Kearns, Sergio E Baranzini, Adam D Waldman, Sarah J Martin, Elizabeth Freyer, F J Carod-Artal, Lee Murphy, Amy Stenson, Jessie Chang, Rozanna Meijboom, Elizabeth N York, Yingdi Chen, Christine Weaver, Katarzyna Hafezi, Stacey Thomson, Adil Harroud, Margaret McLeod, Jonathon O'Riordan, Niall J J MacDougall

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Risk of aortic aneurysm or dissection following use of fluoroquinolones: a retrospective multinational network cohort studyResearch in context by Jack L. Janetzki, Jung Ho Kim, Evan Minty, Jung Ah Lee, Daniel R. Morales, Rohan Khera, Chungsoo Kim, Thamir M. Alshammari, Scott L. DuVall, Michael E. Matheny, Thomas Falconer, Seonji Kim, Thanh-Phuc Phan, Phung-Anh Nguyen, Min-Huei Hsu, Jason C. Hsu, Rae Woong Park, Kenneth K.C. Man, Sarah Seager, Mui Van Zandt, James P. Gilbert, Patrick B. Ryan, Martijn J. Schuemie, Marc A. Suchard, George Hripcsak, Nicole Pratt, Seng Chan You

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Long term health outcomes in people with diabetes 12 months after hospitalisation with COVID-19 in the UK: a prospective cohort studyResearch in context by Safoora Gharibzadeh, Ash Routen, Cameron Razieh, Francesco Zaccardi, Claire Lawson, Clare Gillies, Simon Heller, Melanie Davies, Helen Atkins, Stephen C. Bain, Nazir L. Lone, Krisnah Poinasamy, Tunde Peto, Elizabeth Robertson, Bob Young, Desmond Johnston, Jennifer Quint, Jonathan Valabhji, Khalida Ismail, Michael Marks, Alex Horsley, Annemarie Docherty, Ewen Harrison, James Chalmers, Ling-Pei Ho, Betty Raman, Chris Brightling, Omer Elneima, Rachel Evans, Neil Greening, Victoria C. Harris, Linzy Houchen-Wolloff, Marco Sereno, Aarti Shikotra, Amisha Singapuri, Louise Wain, Claudia Langenberg, John Dennis, John Petrie, Naveed Sattar, Olivia Leavy, Mattew Richardson, Ruth M. Saunders, Anne McArdle, Hamish McASuley, Tom Yates, Kamlesh Khunti, C.E. Brightling, R.A. Evans, L.V. Wain, J.D. Chalmers, V.C. Harris, L.P. Ho, A. Horsley, M. 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Hall, N.A. Hanley, L.P. Ho, E. Hufton, J. Jacob, I. Jarrold, G. Jenkins, S. Johnson, M.G. Jones, S. Jones, F. Khan, P. Mehta, J. Mitchell, P.L. Molyneaux, J.E. Pearl, K. Piper Hanley, K. Poinasamy, J. Quint, D. Parekh, P. Rivera-Ortega, L.C. Saunders, M.G. Semple, J. Simpson, D. Smith, M. Spears, L.G. Spencer, S. Stanel, I. Stewart, A.A.R. Thompson, D. Thickett, R. Thwaites, L.V. Wain, S. Walker, S. Walsh, J.M. Wild, D.G. Wootton, L. Wright, S. Heller, M.J. Davies, H. Atkins, S. Bain, J. Dennis, K. Ismail, D. Johnston, P. Kar, K. Khunti, C. Langenberg, P. McArdle, A. McGovern, T. Peto, J. Petrie, E. Robertson, N. Sattar, K. Shah, J. Valabhji, B. Young, L.S. Howard, Mark Toshner, C. Berry, P. Chowienczyk, A. Lawrie, O.C. Leavy, J. Mitchell, J. Newman, L. Price, J. Quint, A. Reddy, J. Rossdale, N. Sattar, C. Sudlow, A.A.R. Thompson, J.M. Wild, M. Wilkins, S.J. Singh, W.D.-C. Man, J.M. Lord, N.J. Greening, T. Chalder, J.T. Scott, N. Armstrong, E. Baldry, M. Baldwin, N. Basu, M. Beadsworth, L. Bishop, C.E. Bolton, A. Briggs, M. Buch, G. Carson, J. Cavanagh, H. Chinoy, C. Dawson, E. Daynes, S. Defres, R.A. Evans, L. Gardiner, P. Greenhaff, S. Greenwood, M. Harvie, L. HOuchen-Wolloff, M. Husain, S. MacDonald, A. McArdle, H.J.C. McAuley, A. McMahon, M. McNarry, G. Mills, C. Nolan, K. O'Donnell, D. Parekh, Pimm, J. Sargent, L. Sigfrid, M. Steiner, D. Stensel, A.L. Tan, I. Vogiatzis, J. Whitney, D. Wilkinson, D. Wilson, M. Witham, D.G. Wootton, T. Yates, D. Thomas, N. Brunskill, S. Francis, S. Greenwood, C. Laing, K. Bramham, P. Chowdhury, A. Frankel, L. Lightstone, S. McAdoo, K. McCafferty, M. Ostermann, N. Selby, C. Sharpe, M. Willicombe, L. Houchen-Wolloff, J. Bunker, R. Gill, C. Hastie, R. Nathu, N. Rogers, N. Smith, A. Shaw, L. Armstrong, B. Hairsine, H. Henson, C. Kurasz, L. Shenton, S. Fairbairn, A. Dell, N. Hawkings, J. Haworth, M. Hoare, A. Lucey, V. Lewis, G. Mallison, H. Nassa, C. Pennington, A. Price, C. Price, A. Storrie, G. Willis, S. Young, P. Pfeffer, K. Chong-James, C. David, W.Y. James, C. Manisty, A. Martineau, O. Zongo, A. Sanderson, L.G. Heaney, C. Armour, V. Brown, T. Craig, S. Drain, B. King, N. Magee, D. McAulay, E. Major, L. McGarvey, J. McGinness, R. Stone, A. Haggar, A. Bolger, F. Davies, J. Lewis, A. Lloyd, R. Manley, E. McIvor, D. Menzies, K. Roberts, W. Saxon, D. Southern, C. Subbe, V. Whitehead, H. El-Taweel, J. Dawson, L. Robinson, D. Saralaya, L. Brear, K. Regan, K. Storton, J. Fuld, A. Bermperi, I. Cruz, K. Dempsey, A. Elmer, H. Jones, S. Jose, S. Marciniak, M. Parkes, C. Ribeiro, J. Taylor, M. Toshner, L. Watson, J. Weir McCall, J. Worsley, R. Sabit, L. Broad, A. Buttress, T. Evans, M. Haynes, L. Jones, L. Knibbs, A. McQueen, C. Oliver, K. Paradowski, J. Williams, E. Harris, C. Sampson, C. Lynch, E. Davies, C. Evenden, A. Hancock, K. Hancock, M. Rees, L. Roche, N. Stroud, T. Thomas-Woods, M. Babores, J. Bradley-Potts, M. Holland, N. Keenan, S. Shashaa, H. Wassall, E. Beranova, H. Weston, T. Cosier, L. Austin, J. Deery, T. Hazelton, C. Price, H. Ramos, R. Solly, S. Turney, L. Pearce, W. McCormick, S. Pugmire, W. Stoker, A. Wilson, N. Hart, L.A. Aguilar Jimenez, G. Arbane, S. Betts, K. Bisnauthsing, A. Dewar, P. Chowdhury, A. Chiribiri, A. Dewar, G. Kaltsakas, H. Kerslake, M.M. Magtoto, P. Marino, L.M. Martinez, C. O'Brien, M. Ostermann, J. Rossdale, T.S. Solano, E. Wynn, N. Williams, W. Storrar, M. Alvarez Corral, A. Arias, E. Bevan, D. Griffin, J. Martin, J. Owen, S. Payne, A. Prabhu, A. Reed, C. Wrey Brown, C. Lawson, T. Burdett, J. Featherstone, A. Layton, C. Mills, L. Stephenson, N. Easom, P. Atkin, K. Brindle, M.G. Crooks, K. Drury, R. Flockton, L. Holdsworth, A. Richards, D.L. Sykes, S. Thackray-Nocera, C. Wright, K.E. Lewis, A. Mohamed, G. Ross, S. Coetzee, K. Davies, R. Hughes, R. Loosley, L. O'Brien, Z. Omar, H. McGuinness, E. Perkins, J. Phipps, A. Taylor, H. Tench, R. Wolf-Roberts, L.S. Howard, O. Kon, D.C. Thomas, S. Anifowose, L. Burden, E. Calvelo, B. Card, C. Carr, E.R. Chilvers, D. Copeland, P. Cullinan, P. Daly, C.M. Efstathiou, L. Evison, T. Fayzan, H. Gordon, S. Haq, R.G. Jenkins, C. King, F. Liew, K. March, M. Mariveles, L. McLeavey, N. Mohamed, S. Moriera, U. Munawar, J. Nunag, U. Nwanguma, L. Orriss-Dib, D.P. O'Regan, A. Ross, M. Roy, E. Russell, K. Samuel, J. Schronce, N. Simpson, L. Tarusan, C. Wood, N. Yasmin, R. Reddy, A.-M. Guerdette, M. Hewitt, K. Warwick, S. White, A.M. Shah, C.J. Jolley, O. Adeyemi, R. Adrego, H. Assefa-Kebede, J. Breeze, M. Brown, S. Byrne, T. Chalder, A. Chiribiri, P. Dulawan, N. Hart, A. Hayday, A. Hoare, A. Knighton, M. Malim, C. O'Brien, S. Patale, I. Peralta, N. Powell, A. Ramos, K. Shevket, F. Speranza, A. Te, P. Beirne, A. Ashworth, J. Clarke, C. Coupland, M. Dalton, E. Wade, C. Favager, J. Greenwood, J. Glossop, L. Hall, T. Hardy, A. Humphries, J. Murira, D. Peckham, S. Plein, J. Rangeley, G. Saalmink, A.L. Tan, B. Whittam, N. Window, J. Woods, G. Coakley, D.G. Wootton, L. Turtle, L. Allerton, M. Beadsworth, A. Berridge, J. Brown, S. Cooper, A. Cross, D.J. Cuthbertson, S. Defres, S.L. Dobson, J. Earley, N. French, W. Greenhalf, H.E. Hardwick, K. Hainey, J. Hawkes, V. Highett, S. Kaprowska, G.J. Kemp, A.L. Key, S. Koprowska, L. Lavelle-Langham, N. Lewis-Burke, G. Madzamba, F. Malein, S. Marsh, C. Mears, L. Melling, M.J. Noonan, L. Poll, J. Pratt, E. Richardson, A. Rowe, M.G. Semple, V. Shaw, K.A. Tripp, B. Vinson, L.O. Wajero, S.A. Williams-Howard, J. Wyles, S.N. Diwanji, P. Papineni, S. Gurram, S. Quaid, G.F. Tiongson, E. Watson, B. Al-Sheklly, A. Horsley, C. Avram, P. Barran, J. Blaikely, M. Buch, N. Choudhury, D. Faluyi, T. Felton, T. Gorsuch, N.A. Hanley, T. Hussell, Z. Kausar, C.A. Miller, N. Odell, R. Osbourne, K. Piper Hanley, K. Radhakrishnan, S. Stockdale, D. Trivedi, A. De Soyza, C. Echevarria, A. Ayoub, J. Brown, G. Burns, G. Davies, H. Fisher, C. Francis, A. Greenhalgh, P. Hogarth, J. Hughes, K. Jiwa, G. Jones, G. MacGowan, D. Price, A. Sayer, J. Simpson, H. Tedd, S. Thomas, S. West, M. Witham, S. Wright, A. Young, M.J. McMahon, P. Neill, D. Anderson, H. Bayes, C. Berry, D. Grieve, I.B. McInnes, N. Basu, A. Brown, A. Dougherty, K. Fallon, L. Gilmour, K. Mangion, A. Morrow, K. Scott, R. Sykes, R. Touyz, E.K. Sage, F. Barrett, A. Donaldson, M. Patel, D. Bell, A. Brown, M. Brown, R. Hamil, K. Leitch, L. Macliver, J. Quigley, A. Smith, B. Welsh, G. Choudhury, J.K. Baillie, S. Clohisey, A. Deans, A.B. Docherty, J. Furniss, E.M. Harrison, S. Kelly, N.I. Lone, D.E. Newby, A. Sheikh, J.D. Chalmers, D. Connell, A. Elliott, C. Deas, J. George, S. Mohammed, J. Rowland, A.R. Solstice, D. Sutherland, C.J. Tee, N. Maskell, D. Arnold, S. Barrett, H. Adamali, A. Dipper, S. Dunn, A. Morley, L. Morrison, L. Stadon, S. Waterson, H. Welch, B. Jayaraman, T. Light, C.E. Bolton, P. Almeida, J. Bonnington, M. Chrystal, E. Cox, C. Dupont, S. Francis, P. Greenhaff, A. Gupta, L. Howard, W. Jang, S. Linford, L. Matthews, R. Needham, A. Nikolaidis, S. Prosper, K. Shaw, A.K. Thomas, L.P. Ho, N.M. Rahman, M. Ainsworth, A. Alamoudi, M. Beggs, A. Bates, A. Bloss, A. Burns, P. Carter, M. Cassar, K.M. Channon, J. Chen, F. Conneh, T. Dong, R.I. Evans, E. Fraser, X. Fu, J.R. Geddes, F. Gleeson, P. Harrison, M. Havinden-Williams, P. Jezzard, N. Kanellakis, I. Koychev, P. Kurupati, X. Li, E. Lukaschuk, K. McGlynn, H. McShane, C. Megson, K. Motohashi, S. Neubauer, D. Nicoll, G. Ogg, E. Pacpaco, M. Pavlides, Y. Peng, N. Petousi, J. Propescu, N. Rahman, B. Raman, M.J. Rowland, K. Saunders, M. Sharpe, N. Talbot, E. Tunnicliffe, W.D.-C. Man, B. Patel, R.E. Barker, D. Cristiano, N. Dormand, M. Gummadi, S. Kon, K. Liyanage, C.M. Nolan, S. Patel, O. Polgar, P. Shah, S.J. Singh, J.A. Walsh, J. Hurst, H. Jarvis, S. Mandal, S. Ahmad, S. Brill, L. Lim, D. Matila, O. Olaosebikan, C. Singh, M. Toshner, H. Baxendale, L. Garner, C. Johnson, J. Mackie, A. Michael, J. Pack, K. Paques, H. Parfrey, J. Parmar, N. Diar Bakerly, P. Dark, D. Evans, E. Hardy, A. Harvey, D. 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