Development and assessment of a machine learning tool for predicting emergency admission in Scotland by Liley, J, Bohner, G, Emerson, SR, Mateen, BA, Borland, K, Carr, D, Heald, S, Oduro, SD, Ireland, J, Moffat, K, Porteous, R, Riddell, S, Rogers, S, Thoma, I, Cunningham, N, Holmes, C, Payne, K, Vollmer, SJ, Vallejos, CA, Aslett, LJM

COVID-19 trajectories among 57 million adults in England: a cohort study using electronic health records by Thygesen, JH, Tomlinson, C, Hollings, S, Mizani, MA, Handy, A, Akbari, A, Banerjee, A, Cooper, J, Lai, AG, Li, K, Mateen, BA, Sattar, N, Sofat, R, Torralbo, A, Wu, H, Wood, A, Sterne, JAC, Pagel, C, Whiteley, WN, Sudlow, C, Hemingway, H, Denaxas, S

Reporting guideline for the early stage clinical evaluation of decision support systems driven by artificial intelligence: DECIDE-AI by Vasey, B, Nagendran, M, Campbell, B, Clifton, DA, Collins, GS, Denaxas, S, Denniston, AK, Faes, L, Geerts, B, Ibrahim, M, Liu, X, Mateen, BA, Mathur, P, McCradden, MD, Morgan, L, Ordish, J, Rogers, C, Saria, S, Ting, DSW, Watkinson, P, Weber, W, Wheatstone, P, McCulloch, P

Developing a reporting guideline for artificial intelligence-centred diagnostic test accuracy studies: the STARD-AI protocol by Sounderajah, V, Ashrafian, H, Golub, RM, Shetty, S, De Fauw, J, Hooft, L, Moons, K, Collins, G, Moher, D, Bossuyt, PM, Darzi, A, Karthikesalingam, A, Denniston, AK, Mateen, BA, Ting, D, Treanor, D, King, D, Greaves, F, Godwin, J, Pearson-Stuttard, J, Harling, L, McInnes, M, Rifai, N, Tomasev, N, Normahani, P, Whiting, P, Aggarwal, R, Vollmer, S, Markar, SR, Panch, T, Liu, X

TRIPOD+AI statement: updated guidance for reporting clinical prediction models that use regression or machine learning methods by Collins, GS, Moons, KGM, Dhiman, P, Riley, RD, Beam, AL, Van Calster, B, Ghassemi, M, Liu, X, Reitsma, JB, van Smeden, M, Boulesteix, A-L, Camaradou, JC, Celi, LA, Denaxas, S, Denniston, AK, Glocker, B, Golub, RM, Harvey, H, Heinze, G, Hoffman, MM, Kengne, AP, Lam, E, Lee, N, Loder, EW, Maier-Hein, L, Mateen, BA, McCradden, MD, Oakden-Rayner, L, Ordish, J, Parnell, R, Rose, S, Singh, K, Wynants, L, Logullo, P