Machine learning guided postnatal gestational age assessment using new-born screening metabolomic data in South Asia and sub-Saharan Africa.

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作者： Sunil,Sazawal ^[1] ; Kelli K,Ryckman ^[2] ; Sayan,Das ^[3] ; Rasheda,Khanam ^[4] ; Imran,Nisar ^[5] ; Elizabeth,Jasper ^[2] ; Arup,Dutta ^[3] ; Sayedur,Rahman ^[6] ; Usma,Mehmood ^[5] ; Bruce,Bedell ^[2] ; Saikat,Deb ^[7] ; Nabidul Haque,Chowdhury ^[6] ; Amina,Barkat ^[5] ; Harshita,Mittal ^[3] ; Salahuddin,Ahmed ^[6] ; Farah,Khalid ^[5] ; Rubhana,Raqib ^[8] ; Alexander,Manu ^[9] ; Sachiyo,Yoshida ^[9] ; Muhammad,Ilyas ^[5] ; Ambreen,Nizar ^[5] ; Said Mohammed,Ali ^[7] ; Abdullah H,Baqui ^[4] ; Fyezah,Jehan ^[5] ; Usha,Dhingra ^[3] ; Rajiv,Bahl ^[10]

作者单位： Center for Public Health Kinetics, Global Division, 214 A, LGL Vinoba Puri, Lajpat Nagar II, New Delhi, India. ssazawal@jhu.edu. ^[1] College of Public Health, Department of Epidemiology, University of Iowa, 145 N. Riverside Dr. , S435, Iowa City, IA, 52242, USA. ^[2] Center for Public Health Kinetics, Global Division, 214 A, LGL Vinoba Puri, Lajpat Nagar II, New Delhi, India. ^[3] Department of International Health, Johns Hopkins Bloomberg School for Public Health, 615 N. Wolfe Street, Baltimore, MD, 21205, USA. ^[4] Department of Paediatrics and Child Health, Aga Khan University, Karachi, Sindh, Pakistan. ^[5] Projahnmo Research Foundation, Abanti, Flat # 5B, House # 37, Road # 27, Banani, Dhaka, 1213, Bangladesh. ^[6] Public Health Laboratory-IDC, Chake Chake, Pemba, Tanzania. ^[7] International Centre for Diarrhoeal Disease Research, Mohakhali, Dhaka, 1212, Bangladesh. ^[8] Department of Maternal, Newborn, Child and Adolescent Health and Ageing, Avenue Appia 20, 1211, Geneva, Switzerland. ^[9] Department of Maternal, Newborn, Child and Adolescent Health and Ageing, Avenue Appia 20, 1211, Geneva, Switzerland. bahlr@who.int. ^[10]

关键词 Gestational age Machine learning New born screening Pre-term births