Machine learning-enabled maternal risk assessment for women with pre-eclampsia (the PIERS-ML model): a modelling study

Autor: Brown, Mark A., Davis, Gregory K., Parker, Claire, Walters, Barry N., Sass, Nelson, Ansermino, J. Mark, Cao, Vivien, Cundiff, Geoffrey W., von Dadelszen, Emma C.M., Douglas, M. Joanne, Dumont, Guy A., Dunsmuir, Dustin T., Hutcheon, Jennifer A., Joseph, K.S., Lalji, Sayrin, Lee, Tang, Li, Jing, Lim, Kenneth I., Lisonkova, Sarka, Lott, Paula, Menzies, Jennifer M., Millman, Alexandra L., Palmer, Lynne, Payne, Beth A., Qu, Ziguang, Russell, James A., Sawchuck, Diane, Shaw, Dorothy, Still, D. Keith, Ukah, U. Vivian, Wagner, Brenda, Walley, Keith R., Hugo, Dany, Gruslin, The late Andrée, Tawagi, George, Smith, Graeme N., Côté, Anne-Marie, Moutquin, Jean-Marie, Ouellet, Annie B., Lee, Shoo K., Duan, Tao, Zhou, Jian, Haniff, The late Farizah, Mahajan, Swati, Noovao, Amanda, Karjalainend, Hanna, Kortelainen, Alja, Laivuori, Hannele, Ganzevoort, J. Wessel, Groen, Henk, Kyle, Phillipa M., Moore, M. Peter, Pullar, Barbra, Bhutta, Zulfiqar A., Qureshi, Rahat N., Sikandar, Rozina, Bhutta, The late Shereen Z., Cloete, Garth, Hall, David R., van Papendorp, The late Erika, Steyn, D. Wilhelm, Biryabarema, Christine, Mirembe, Florence, Nakimuli, Annettee, Allotey, John, Thangaratinam, Shakila, Nicolaides, Kypros H., Ionescu, Olivia, Syngelaki, Argyro, de Swiet, Michael, Magee, Laura A., von Dadelszen, Peter, Akolekar, Ranjit, Walker, James J., Robson, Stephen C., Broughton-Pipkin, Fiona, Loughna, Pamela, Vatish, Manu, Redman, Christopher W.G., Barry, Sarah J.E., Kavanagh, Kimberley, Montgomery-Csobán, Tunde, Murray, Paul, Robertson, Chris, Tsigas, Eleni Z., Woelkers, Douglas A., Lindheimer, Marshall D., Grobman, William A., Sibai, Baha M., Merialdi, Mario, Widmer, Mariana, Montgomery-Csobán, Tünde, Barry, Sarah J E, Vivian Ukah, U, Payne, Beth A, Nicolaides, Kypros H, Hutcheon, Jennifer A, Magee, Laura A

Publikováno v: In The Lancet Digital Health April 2024 6(4):e238-e250

Machine learning-enabled maternal risk assessment for women with pre-eclampsia (the PIERS-ML model): a modelling study

Autor: Montgomery-Csobán, Tünde, Kavanagh, Kimberley, Murray, Paul, Robertson, Chris, Barry, Sarah J E, Vivian Ukah, U, Payne, Beth A, Nicolaides, Kypros H, Syngelaki, Argyro, Ionescu, Olivia, Akolekar, Ranjit, Hutcheon, Jennifer A, Magee, Laura A, von Dadelszen, Peter, Brown, Mark A., Davis, Gregory K., Parker, Claire, Walters, Barry N., Sass, Nelson, Ansermino, J. Mark, Cao, Vivien, Cundiff, Geoffrey W., von Dadelszen, Emma C.M., Douglas, M. Joanne, Dumont, Guy A., Dunsmuir, Dustin T., Hutcheon, Jennifer A., Joseph, K.S., Lalji, Sayrin, Lee, Tang, Li, Jing, Lim, Kenneth I., Lisonkova, Sarka, Lott, Paula, Menzies, Jennifer M., Millman, Alexandra L., Palmer, Lynne, Payne, Beth A., Qu, Ziguang, Russell, James A., Sawchuck, Diane, Shaw, Dorothy, Still, D. Keith, Ukah, U. Vivian, Wagner, Brenda, Walley, Keith R., Hugo, Dany, Gruslin, The late Andrée, Tawagi, George, Smith, Graeme N., Côté, Anne-Marie, Moutquin, Jean-Marie, Ouellet, Annie B., Lee, Shoo K., Duan, Tao, Zhou, Jian, Haniff, The late Farizah, Mahajan, Swati, Noovao, Amanda, Karjalainend, Hanna, Kortelainen, Alja, Laivuori, Hannele, Ganzevoort, J. Wessel, Groen, Henk, Kyle, Phillipa M., Moore, M. Peter, Pullar, Barbra, Bhutta, Zulfiqar A., Qureshi, Rahat N., Sikandar, Rozina, Bhutta, The late Shereen Z., Cloete, Garth, Hall, David R., van Papendorp, The late Erika, Steyn, D. Wilhelm, Biryabarema, Christine, Mirembe, Florence, Nakimuli, Annettee, Allotey, John, Thangaratinam, Shakila, Nicolaides, Kypros H., Ionescu, Olivia, Syngelaki, Argyro, de Swiet, Michael, Magee, Laura A., von Dadelszen, Peter, Akolekar, Ranjit, Walker, James J., Robson, Stephen C., Broughton-Pipkin, Fiona, Loughna, Pamela, Vatish, Manu, Redman, Christopher W.G., Barry, Sarah J.E., Kavanagh, Kimberley, Montgomery-Csobán, Tunde, Murray, Paul, Robertson, Chris, Tsigas, Eleni Z., Woelkers, Douglas A., Lindheimer, Marshall D., Grobman, William A., Sibai, Baha M., Merialdi, Mario, Widmer, Mariana

Publikováno v: The Lancet Digital Health; April 2024, Vol. 6 Issue: 4 pe238-e250, 13p

Clinical risk prediction for pre-eclampsia in nulliparous women: development of model in international prospective cohort

Autor: North, Robyn A, McCowan, Lesley M E, Dekker, Gustaaf A, Poston, Lucilla, Chan, Eliza H Y, Stewart, Alistair W, Black, Michael A, Taylor, Rennae S, Walker, James J, Baker, Philip N, Kenny, Louise C

Publikováno v: BMJ: British Medical Journal, 2011 Apr . 342(7803), 909-909.

Externí odkaz: https://www.jstor.org/stable/41150312

Genetic predisposition to hypertension is associated with preeclampsia in European and Central Asian women

Autor: Steinthorsdottir, Valgerdur, McGinnis, Ralph, Williams, Nicholas O., Stefansdottir, Lilja, Thorleifsson, Gudmar, Shooter, Scott, Fadista, João, Sigurdsson, Jon K., Auro, Kirsi M., Berezina, Galina, Borges, Maria-Carolina, Bumpstead, Suzannah, Bybjerg-Grauholm, Jonas, Colgiu, Irina, Dolby, Vivien A., Dudbridge, Frank, Engel, Stephanie M., Franklin, Christopher S., Frigge, Michael L., Frisbaek, Yr, Geirsson, Reynir T., Geller, Frank, Gretarsdottir, Solveig, Gudbjartsson, Daniel F., Harmon, Quaker, Hougaard, David Michael, Hegay, Tatyana, Helgadottir, Anna, Hjartardottir, Sigrun, Jääskeläinen, Tiina, Johannsdottir, Hrefna, Jonsdottir, Ingileif, Juliusdottir, Thorhildur, Kalsheker, Noor, Kasimov, Abdumadjit, Kemp, John P., Klungsøyr, Kari, Lee, Wai K., Melbye, Mads, Miedzybrodska, Zosia, Moffett, Ashley, Najmutdinova, Dilbar, Nishanova, Firuza, Olafsdottir, Thorunn, Perola, Markus, Poston, Lucilla, Prescott, Gordon, Saevarsdottir, Saedis, Salimbayeva, Damilya, Scaife, Paula Juliet, Skotte, Line, Staines-Urias, Eleonora, Stefansson, Olafur A., Sørensen, Karina Meden, Thomsen, Liv Cecilie Vestrheim, Tragante, Vinicius, Trogstad, Lill, Simpson, Nigel A. B., Aripova, Tamara, Casas, Juan P., Thorsteinsdottir, Unnur, Iversen, Ann-Charlotte, Feenstra, Bjarke, Lawlor, Deborah A., Boyd, Heather Allison, Magnus, Per, Zakhidova, Nodira, Svyatova, Gulnara, Stefansson, Kari, Laivuori, Hannele, Heinonen, Seppo, Kajantie, Eero, Kere, Juha, Kivinen, Katja, Pouta, Anneli, Morgan, Linda, Pipkin, Fiona Broughton, Walker, James J., Macphail, Sheila, Kilby, Mark, Habiba, Marwan, Williamson, Catherine, O’Shaughnessy, Kevin, O’Brien, Shaughn, Cameron, Alan, Redman, Christopher W. G., Farrall, Martin, Caulfield, Mark, Dominiczak, Anna F.

Preeclampsia is a serious complication of pregnancy, affecting both maternal and fetal health. In genome-wide association meta-analysis of European and Central Asian mothers, we identify sequence variants that associate with preeclampsia in the mater

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=od_______109::62fc037c2aad2d4fc0ea4f02bcba0861
https://www.repository.cam.ac.uk/handle/1810/313335

Gestational effects on host inflammatory response in normal and pre-eclamptic pregnancies

Autor: Brewster, Jennifer A., Orsi, Nicolas M., Gopichandran, Nadia, McShane, Philip, Ekbote, Uma V., Walker, James J.

Publikováno v: In European Journal of Obstetrics and Gynecology 2008 140(1):21-26