Deep phenotyping of 34,128 adult patients hospitalised with COVID-19 in an international network study by Burn, E, You, SC, Sena, AG, Areia, C, Kolovos, S, Lane, JCE, Prats-Uribe, A, Prieto-Alhambra, D

A standardized analytics pipeline for reliable and rapid development and validation of prediction models using observational health data by Khalid, S, Yang, C, Blacketer, C, Duarte-Salles, T, Fernández-Bertolín, S, Kim, C, Park, RW, Park, J, Schuemie, MJ, Sena, AG, Suchard, MA, You, SC, Rijnbeek, PR, Reps, JM

Renin–angiotensin system blockers and susceptibility to COVID-19: an international, open science, cohort analysis by Morales, DR, Conover, MM, You, SC, Pratt, N, Kostka, K, Duarte-Salles, T, Fernández-Bertolín, S, Aragón, M, DuVall, SL, Lynch, K, Falconer, T, van Bochove, K, Sung, C, Matheny, ME, Lambert, CG, Nyberg, F, Alshammari, TM, Williams, AE, Park, RW, Weaver, J, Sena, AG, Schuemie, MJ, Rijnbeek, PR, Williams, RD, Lane, JCE, Prats-Uribe, A, Zhang, L, Areia, C, Krumholz, HM, Prieto-Alhambra, D, Ryan, PB, Hripcsak, G, Suchard, MA

COVID-19 in patients with autoimmune diseases: characteristics and outcomes in a multinational network of cohorts across three countries by Tan, EH, Sena, AG, Prats-Uribe, A, You, SC, Ahmed, W, Kostka, K, Reich, C, Duvall, SL, Lynch, KE, Matheny, ME, Duarte-Salles, T, Bertolin, SF, Hripcsak, G, Natarajan, K, Falconer, T, Spotnitz, M, Ostropolets, A, Blacketer, C, Alshammari, TM, Alghoul, H, Alser, O, Lane, JCE, Dawoud, DM, Shah, K, Yang, Y, Zhang, L, Areia, C, Golozar, A, Recalde, M, Casajust, P, Jonnagaddala, J, Subbian, V, Vizcaya, D, Lai, LYH, Nyberg, F, Morales, DR, Posada, JD, Shah, NH, Gong, M, Vivekanantham, A, Abend, A, Minty, EP, Suchard, M, Rijnbeek, P, Ryan, PB, Prieto-Alhambra, D

Seek COVER: using a disease proxy to rapidly develop and validate a personalized risk calculator for COVID-19 outcomes in an international network by Williams, RD, Markus, AF, Yang, C, Duarte-Salles, T, DuVall, SL, Falconer, T, Jonnagaddala, J, Kim, C, Rho, Y, Williams, AE, Machado, AA, An, MH, Aragón, M, Areia, C, Burn, E, Choi, YH, Drakos, I, Abrahão, MTF, Fernández-Bertolín, S, Hripcsak, G, Kaas-Hansen, BS, Kandukuri, PL, Kors, JA, Kostka, K, Liaw, S-T, Lynch, KE, Machnicki, G, Matheny, ME, Morales, D, Nyberg, F, Park, RW, Prats-Uribe, A, Pratt, N, Rao, G, Reich, CG, Rivera, M, Seinen, T, Shoaibi, A, Spotnitz, ME, Steyerberg, EW, Suchard, MA, You, SC, Zhang, L, Zhou, L, Ryan, PB, Prieto-Alhambra, D, Reps, JM, Rijnbeek, PR

Risk of depression, suicide and psychosis with hydroxychloroquine treatment for rheumatoid arthritis: a multi-national network cohort study by Lane, JCE, Weaver, J, Kostka, K, Duarte-Salles, T, Abrahao, MTF, Alghoul, H, Alser, O, Alshammari, TM, Areia, C, Biedermann, P, Banda, JM, Burn, E, Casajust, P, Fišer, K, Hardin, J, Hester, L, Hripcsak, G, Kaas-Hansen, BS, Khosla, S, Kolovos, S, Lynch, KE, Makadia, R, Mehta, PP, Morales, DR, Morgan-Stewart, H, Mosseveld, M, Newby, D, Nyberg, F, Ostropolets, A, Park, RW, Prats-Uribe, A, Rao, GA, Reich, C, Rijnbeek, P, Sena, AG, Shoaibi, A, Spotnitz, M, Subbian, V, Suchard, MA, Vizcaya, D, Wen, H, Wilde, MD, Xie, J, You, SC, Zhang, L, Lovestone, S, Ryan, P, Prieto Alhambra, D

Unraveling COVID-19: A Large-Scale Characterization of 4.5 Million COVID-19 Cases Using CHARYBDIS by Kostka K, Duarte-Salles T, Prats-Uribe A, Sena AG, Pistillo A, Khalid S, Lai LYH, Golozar A, Alshammari TM, Dawoud DM, Nyberg F, Wilcox AB, Andryc A, Williams A, Ostropolets A, Areia C, Jung CY, Harle CA, Reich CG, Blacketer C, Morales DR, Dorr DA, Burn E, Roel E, Tan EH, Minty E, DeFalco F, de Maeztu G, Lipori G, Alghoul H, Zhu H, Thomas JA, Bian J, Park J, Martínez Roldán J, Posada JD, Banda JM, Horcajada JP, Kohler J, Shah K, Natarajan K, Lynch KE, Liu L, Schilling LM, Recalde M, Spotnitz M, Gong M, Matheny ME, Valveny N, Weiskopf NG, Shah N, Alser O, Casajust P, Park RW, Schuff R, Seager S, DuVall SL, You SC, Song S, Fernández-Bertolín S, Fortin S, Magoc T, Falconer T, Subbian V, Huser V, Ahmed WUR, Carter W, Guan Y, Galvan Y, He X, Rijnbeek PR, Hripcsak G, Ryan PB, Suchard MA, Prieto-Alhambra D

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Unraveling COVID-19: a large-scale characterization of 4.5 million COVID-19 cases using CHARYBDIS by Kostka, K, Duarte-Salles, T, Prats-Uribe, A, Sena, AG, Pistillo, A, Khalid, S, Lai, LYH, Golozar, A, Alshammari, TM, Dawoud, DM, Nyberg, F, Wilcox, AB, Andryc, A, Williams, A, Ostropolets, A, Areia, C, Jung, CY, Harle, CA, Reich, CG, Blacketer, C, Morales, DR, Dorr, DA, Burn, E, Roel, E, Tan, EH, Minty, E, DeFalco, F, de Maeztu, G, Lipori, G, Alghoul, H, Zhu, H, Thomas, JA, Bian, J, Park, J, Martínez Roldán, J, Posada, JD, Banda, JM, Horcajada, JP, Kohler, J, Shah, K, Natarajan, K, Lynch, KE, Liu, L, Schilling, LM, Recalde, M, Spotnitz, M, Gong, M, Matheny, ME, Valveny, N, Weiskopf, NG, Shah, N, Alser, O, Casajust, P, Park, RW, Schuff, R, Seager, S, DuVall, SL, You, SC, Song, S, Fernández-Bertolín, S, Fortin, S, Magoc, T, Falconer, T, Subbian, V, Huser, V, Ahmed, W-U-R, Carter, W, Guan, Y, Galvan, Y, He, X, Rijnbeek, PR, Hripcsak, G, Ryan, PB, Suchard, MA, Prieto-Alhambra, D