Achieving accurate estimates of fetal gestational age and personalised predictions of fetal growth based on data from an international prospective cohort study: a population-based machine learning study

Autor: Norris, S, Abbott, SE, Abubakar, A, Acedo, J, Ahmed, I, Al-Aamri, F, Al-Abduwani, J, Al-Abri, J, Alam, D, Albernaz, E, Algren, H, Al-Habsi, F, Alija, M, Al-Jabri, H, Al-Lawatiya, H, Al-Rashidiya, B, Altman, DG, Al-Zadjali, WK, Andersen, HF, Aranzeta, L, Ash, S, Baricco, M, Barros, FC, Barsosio, H, Batiuk, C, Batra, M, Berkley, J, Bertino, E, Bhan, MK, Bhat, BA, Bhutta, ZA, Blakey, I, Bornemeier, S, Bradman, A, Buckle, M, Burnham, O, Burton, F, Capp, A, Cararra, VI, Carew, R, Carrara, VI, Carter, AA, Carvalho, M, Chamberlain, P, Cheikh, Ismail L, Cheikh Ismail, L, Choudhary, A, Choudhary, S, Chumlea, WC, Condon, C, Corra, LA, Cosgrove, C, Craik, R, da Silveira, MF, Danelon, D, de Wet, T, de Leon, E, Deshmukh, S, Deutsch, G, Dhami, J, Di, Nicola P, Dighe, M, Dolk, H, Domingues, M, Dongaonkar, D, Enquobahrie, D, Eskenazi, B, Farhi, F, Fernandes, M, Finkton, D, Fonseca, S, Frederick, IO, Frigerio, M, Gaglioti, P, Garza, C, Gilli, G, Gilli, P, Giolito, M, Giuliani, F, Golding, J, Gravett, MG, Gu, SH, Guman, Y, He, YP, Hoch, L, Hussein, S, Ibanez, D, Ioannou, C, Jacinta, N, Jackson, N, Jaffer, YA, Jaiswal, S, Jimenez-Bustos, JM, Juangco, FR, Juodvirsiene, L, Katz, M, Kemp, B, Kennedy, S, Ketkar, M, Khedikar, V, Kihara, M, Kilonzo, J, Kisiang'ani, C, Kizidio, J, Knight, CL, Knight, HE, Kunnawar, N, Laister, A, Lambert, A, Langer, A, Lephoto, T, Leston, A, Lewis, T, Liu, H, Lloyd, S, Lumbiganon, P, Macauley, S, Maggiora, E, Mahorkar, C, Mainwaring, M, Malgas, L, Matijasevich, A, McCormick, K, McGready, R, Miller, R, Min, A, Mitidieri, A, Mkrtychyan, V, Monyepote, B, Mota, D, Mulik, I, Munim, S, Muninzwa, D, Musee, N, Mwakio, S, Mwangudzah, H, Napolitano, R, Newton, CR, Ngami, V, Noble, JA, Norris, T, Nosten, F, Oas, K, Oberto, M, Occhi, L, Ochieng, R, Ohuma, EO, Olearo, E, Olivera, I, Owende, MG, Pace, C, Pan, Y, Pang, RY, Papageorghiou, AT, Patel, B, Paul, V, Paulsene, W, Puglia, F, Purwar, M, Rajan, V, Raza, A, Reade, D, Rivera, J, Rocco, DA, Roseman, F, Roseman, S, Rossi, C, Rothwell, PM, Rovelli, I, Saboo, K, Salam, R, Salim, M, Salomon, L, Sanchez, Luna M, Sande, J, Sarris, I, Savini, S, Sclowitz, IK, Seale, A, Shah, J, Sharps, M, Shembekar, C, Shen, YJ, Shorten, M, Signorile, F, Singh, A, Sohoni, S, Somani, A, Sorensen, TK, Soria- Frisch, A, Staines Urias, E, Stein, A, Stones, W, Taori, V, Tayade, K, Todros, T, Uauy, R, Varalda, A, Venkataraman, M, Victora, C, Villar, J, Vinayak, S, Waller, S, Walusuna, L, Wang, JH, Wang, L, Wanyonyi, S, Weatherall, D, Wiladphaingern, S, Wilkinson, A, Wilson, D, Wu, MH, Wu, QQ, Wulff, K, Yellappan, D, Yuan, Y, Zaidi, S, Zainab, G, Zhang, JJ, Zhang, Y, Fung, Russell, Villar, Jose, Dashti, Ali, Ismail, Leila Cheikh, Staines-Urias, Eleonora, Ohuma, Eric O, Salomon, Laurent J, Victora, Cesar G, Barros, Fernando C, Lambert, Ann, Carvalho, Maria, Jaffer, Yasmin A, Noble, J Alison, Gravett, Michael G, Purwar, Manorama, Pang, Ruyan, Bertino, Enrico, Munim, Shama, Min, Aung Myat, McGready, Rose, Norris, Shane A, Bhutta, Zulfiqar A, Kennedy, Stephen H, Papageorghiou, Aris T ^*, Ourmazd, Abbas ^{*, *}

Publikováno v: In The Lancet Digital Health July 2020 2(7):e368-e375

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International standards for fetal brain structures based on serial ultrasound measurements from Fetal Growth Longitudinal Study of INTERGROWTH-21st Project

Autor: Napolitano, R, Molloholli, M, Donadono, V, Ohuma, EO, Wanyonyi, SZ, Kemp, B, Yaqub, MK, Ash, S, Barros, FC, Carvalho, M, Jaffer, YA, Noble, JA, Oberto, M, Purwar, M, Pang, R, Cheikh Ismail, L, Lambert, A, Gravett, MG, Salomon, LJ, Bhutta, ZA, Kennedy, SH, Villar, J, Papageorghiou, AT, International Fetal and Newborn Growth Consortium for the 21st C

OBJECTIVE: To create prescriptive growth standards for five fetal brain structures, measured using ultrasound, in healthy, well-nourished women at low risk of impaired fetal growth and poor perinatal outcome, taking part in the Fetal Growth Longitudi

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=core_ac_uk__::1c38b8c89d988c7de6510a34102afb8f
https://researchonline.lshtm.ac.uk/id/eprint/4663395/1/uog.21990.pdf

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