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Machine learning guided postnatal gestational age assessment using new-born screening metabolomic data in South Asia and sub-Saharan Africa.
Sazawal, Sunil; Ryckman, Kelli K; Das, Sayan; Khanam, Rasheda; Nisar, Imran; Jasper, Elizabeth; Dutta, Arup; Rahman, Sayedur; Mehmood, Usma; Bedell, Bruce; Deb, Saikat; Chowdhury, Nabidul Haque; Barkat, Amina; Mittal, Harshita; Ahmed, Salahuddin; Khalid, Farah; Raqib, Rubhana; Manu, Alexander; Yoshida, Sachiyo; Ilyas, Muhammad; Nizar, Ambreen; Ali, Said Mohammed; Baqui, Abdullah H; Jehan, Fyezah; Dhingra, Usha; Bahl, Rajiv.
Affiliation
  • Sazawal S; Center for Public Health Kinetics, Global Division, 214 A, LGL Vinoba Puri, Lajpat Nagar II, New Delhi, India. ssazawal@jhu.edu.
  • Ryckman KK; College of Public Health, Department of Epidemiology, University of Iowa, 145 N. Riverside Dr. , S435, Iowa City, IA, 52242, USA.
  • Das S; Center for Public Health Kinetics, Global Division, 214 A, LGL Vinoba Puri, Lajpat Nagar II, New Delhi, India.
  • Khanam R; Department of International Health, Johns Hopkins Bloomberg School for Public Health, 615 N. Wolfe Street, Baltimore, MD, 21205, USA.
  • Nisar I; Department of Paediatrics and Child Health, Aga Khan University, Karachi, Sindh, Pakistan.
  • Jasper E; College of Public Health, Department of Epidemiology, University of Iowa, 145 N. Riverside Dr. , S435, Iowa City, IA, 52242, USA.
  • Dutta A; Center for Public Health Kinetics, Global Division, 214 A, LGL Vinoba Puri, Lajpat Nagar II, New Delhi, India.
  • Rahman S; Projahnmo Research Foundation, Abanti, Flat # 5B, House # 37, Road # 27, Banani, Dhaka, 1213, Bangladesh.
  • Mehmood U; Department of Paediatrics and Child Health, Aga Khan University, Karachi, Sindh, Pakistan.
  • Bedell B; College of Public Health, Department of Epidemiology, University of Iowa, 145 N. Riverside Dr. , S435, Iowa City, IA, 52242, USA.
  • Deb S; Public Health Laboratory-IDC, Chake Chake, Pemba, Tanzania.
  • Chowdhury NH; Projahnmo Research Foundation, Abanti, Flat # 5B, House # 37, Road # 27, Banani, Dhaka, 1213, Bangladesh.
  • Barkat A; Department of Paediatrics and Child Health, Aga Khan University, Karachi, Sindh, Pakistan.
  • Mittal H; Center for Public Health Kinetics, Global Division, 214 A, LGL Vinoba Puri, Lajpat Nagar II, New Delhi, India.
  • Ahmed S; Projahnmo Research Foundation, Abanti, Flat # 5B, House # 37, Road # 27, Banani, Dhaka, 1213, Bangladesh.
  • Khalid F; Department of Paediatrics and Child Health, Aga Khan University, Karachi, Sindh, Pakistan.
  • Raqib R; International Centre for Diarrhoeal Disease Research, Mohakhali, Dhaka, 1212, Bangladesh.
  • Manu A; Department of Maternal, Newborn, Child and Adolescent Health and Ageing, Avenue Appia 20, 1211, Geneva, Switzerland.
  • Yoshida S; Department of Maternal, Newborn, Child and Adolescent Health and Ageing, Avenue Appia 20, 1211, Geneva, Switzerland.
  • Ilyas M; Department of Paediatrics and Child Health, Aga Khan University, Karachi, Sindh, Pakistan.
  • Nizar A; Department of Paediatrics and Child Health, Aga Khan University, Karachi, Sindh, Pakistan.
  • Ali SM; Public Health Laboratory-IDC, Chake Chake, Pemba, Tanzania.
  • Baqui AH; Department of International Health, Johns Hopkins Bloomberg School for Public Health, 615 N. Wolfe Street, Baltimore, MD, 21205, USA.
  • Jehan F; Department of Paediatrics and Child Health, Aga Khan University, Karachi, Sindh, Pakistan.
  • Dhingra U; Center for Public Health Kinetics, Global Division, 214 A, LGL Vinoba Puri, Lajpat Nagar II, New Delhi, India.
  • Bahl R; Department of Maternal, Newborn, Child and Adolescent Health and Ageing, Avenue Appia 20, 1211, Geneva, Switzerland. bahlr@who.int.
BMC Pregnancy Childbirth ; 21(1): 609, 2021 Sep 07.
Article in En | MEDLINE | ID: mdl-34493237
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Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Algorithms / Gestational Age / Neonatal Screening / Premature Birth / Machine Learning Type of study: Diagnostic_studies / Etiology_studies / Incidence_studies / Observational_studies / Prognostic_studies / Risk_factors_studies / Screening_studies Limits: Female / Humans / Male / Newborn / Pregnancy Country/Region as subject: Africa / Asia Language: En Journal: BMC Pregnancy Childbirth Journal subject: OBSTETRICIA Year: 2021 Document type: Article Affiliation country: India
Fulltext
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Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Algorithms / Gestational Age / Neonatal Screening / Premature Birth / Machine Learning Type of study: Diagnostic_studies / Etiology_studies / Incidence_studies / Observational_studies / Prognostic_studies / Risk_factors_studies / Screening_studies Limits: Female / Humans / Male / Newborn / Pregnancy Country/Region as subject: Africa / Asia Language: En Journal: BMC Pregnancy Childbirth Journal subject: OBSTETRICIA Year: 2021 Document type: Article Affiliation country: India