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

International Estimated Fetal Weight Standards of the INTERGROWTH-21(st) Project

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

Publikováno v: Ultrasound in Obstetrics & Gynecology

Objective Estimated fetal weight (EFW) and fetal biometry are complementary measures used to screen for fetal growth disturbances. Our aim was to provide international EFW standards to complement the INTERGROWTH‐21st Fetal Growth Standards that are

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