Predicting hospitalisations related to ambulatory care sensitive conditions with machine learning for population health planning: derivation and validation cohort study

by Yi, Seung Eun, Harish, Vinyas, Gutierrez, Jahir, Ravaut, Mathieu, Kornas, Kathy, Watson, Tristan, Poutanen, Tomi, Ghassemi, Marzyeh, Volkovs, Maksims, Rosella, Laura C.
Published 2022

What every reader should know about studies using electronic health record data but may be afraid to ask

by Kohane, Isaac S., Aronow, Bruce J., Avillach, Paul, Beaulieu-Jones, Brett K., Bellazzi, Riccardo, Bradford, Robert L., Brat, Gabriel A., Cannataro, Mario, Cimino, James J., García-Barrio, N., Gehlenborg, Nils, Ghassemi, Marzyeh, Gutiérrez-Sacristán, A., Hanauer, David A., Holmes, John H., Hong, Chuan, Klann, Jeffrey G., Loh, Ne Hooi Will, Luo, Yuan, Mandl, Kenneth D., Daniar, Mohamad, Moore, Jason H., Murphy, Shawn N., Neuraz, Antoine, Ngiam, Kee Yuan, Omenn, Gilbert S., Palmer, Nathan, Patel, Lav P., Pedrera-Jiménez, M., Sliz, Piotr, South, Andrew M., Tan, Amelia Li Min, Taylor, Deanne M., Taylor, Bradley W., Torti, Carlo, Vallejos, Andrew K., Wagholikar, Kavishwar B., Weber, Griffin M., Cai, Tianxi, Albayrak, A., Amendola, D.F., Anthony, L.L.L.J., Atz, A., Bell, D.S., Bellasi, A., Benoit, V., Beraghi, M., Sobrino, J.L.B., Bernaux, M., Bey, R., Martínez, A.B., Boeker, M., Bonzel, C.-L., Booth, J., Bosari, S., Bourgeois, F.T., Bréant, S., Bucalo, M., Burgun, A., Cao, A., Caucheteux, C., Champ, J., Chiovato, L., Colicchio, T.K., Cormont, S., Cossin, S., Craig, J., Bermúdez, J.L.C., Dagliati, A., Daniel, C., Davoudi, A., Devkota, B., Dubiel, J., DuVall, S.L., Esteve, L., Fan, S., Follett, R.W., Gaiolla, P.S.A., Ganslandt, T., Barrio, N.G., Geva, A., Gradinger, T., Gramfort, A., Griffier, R., Griffon, N., Grisel, O., Haverkamp, C., Hilka, M., Horki, P., Hutch, M.R., Issitt, R., Jannot, A.S., Jouhet, V., Keller, M.S., Kirchoff, K., Krantz, I.D., Kraska, D., Krishnamurthy, A.K., L'Yi, S., Le, T.T., Leblanc, J., Lemaitre, G., Lenert, L., Leprovost, D., Liu, M., Lynch, K.E., Mahmood, S., Maidlow, S., Malovini, A., Mao, C., Martel, P., Masino, A.J., Matheny, M.E., Maulhardt, T., McDuffie, M.T., Mensch, A., Minicucci, M.F., Moal, B., Morris, J.S., Morris, M., Moshal, K.L., Mousavi, S., Mowery, D.L., Murad, D.A., Obeid, J., Okoshi, M.P., Olson, K.L., Orlova, N., Ostasiewski, B.D., Paris, N., Jimenez, M.P., Prokosch, H.U., Prudente, R.A., Ramoni, R.B., Raskin, M., Rieg, S., Domínguez, G.R., Salamanca, E., Samayamuthu, M.J., Sandrin, A., Schiver, E., Schuettler, J., Scudeller, L., Sebire, N., Balazote, P.S., Serre, P., Serret-Larmande, A., Silvio, D., Son, J., Spiridou, A., Tan, B.W.Q., Tan, B.W.L., Tanni, S.E., Tibollo, V., Tippmann, P., Varoquaux, G., Vie, J.-J., Visweswaran, S., Waitman, L.R., Wassermann, D., William, Y., Xia, Z., Zambelli, A., Carmona, A., Sonday, C., Balshi, J., The Consortium For Clinical Characterization Of COVID-19 By EHR (4CE).
Published 2022