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Generalisability of fetal ultrasound deep learning models to low-resource imaging settings in five African countries.
Sendra-Balcells, Carla; Campello, Víctor M; Torrents-Barrena, Jordina; Ahmed, Yahya Ali; Elattar, Mustafa; Ohene-Botwe, Benard; Nyangulu, Pempho; Stones, William; Ammar, Mohammed; Benamer, Lamya Nawal; Kisembo, Harriet Nalubega; Sereke, Senai Goitom; Wanyonyi, Sikolia Z; Temmerman, Marleen; Gratacós, Eduard; Bonet, Elisenda; Eixarch, Elisenda; Mikolaj, Kamil; Tolsgaard, Martin Grønnebæk; Lekadir, Karim.
Afiliación
  • Sendra-Balcells C; Departament de Matemàtiques i Informàtica, Universitat de Barcelona, Barcelona, Spain. carla.sendra@ub.edu.
  • Campello VM; Departament de Matemàtiques i Informàtica, Universitat de Barcelona, Barcelona, Spain. victor.campello@ub.edu.
  • Torrents-Barrena J; HP Inc., Barcelona, Spain.
  • Ahmed YA; Obstetrics and Gynecology Department, School of Medicine, Suez University, Suez, Egypt.
  • Elattar M; Medical Imaging and Image Processing, Center of Informatics Science, Nile University, Sheikh Zayed City , Egypt.
  • Ohene-Botwe B; Research and Development Division, Intixel, Cairo , Egypt.
  • Nyangulu P; Department of Radiography, School of Biomedical and Allied Health Sciences, College of Health Sciences, University of Ghana, Accra , Ghana.
  • Stones W; Division of Midwifery and Radiography, School of Health and Psychological Sciences, University of London, London, UK.
  • Ammar M; Kamuzu University of Health Sciences, Blantyre, Malawi.
  • Benamer LN; Kamuzu University of Health Sciences, Blantyre, Malawi.
  • Kisembo HN; Department of Electrical Engineering Systems, Laboratory of Engineering System and Telecommunication, University of M'Hamed Bougara Boumerdes, Algiers, Algeria.
  • Sereke SG; Obstetrics and Gynecology Department, School of Medicine, Algiers University, Algiers, Algeria.
  • Wanyonyi SZ; Department of Radiology, Mulago National Referral and Teaching Hospital, Kampala, Uganda.
  • Temmerman M; Department of Radiology and Radiotherapy, School of Medicine, Makerere University College of Health Sciences, Kampala, Uganda.
  • Gratacós E; Department of Obstetrics and Gynaecology, Aga Khan University Hospital, 3rd Parklands Avenue, Nairobi, Kenya.
  • Bonet E; Centre of Excellence in Women and Child Health, Aga Khan University, Nairobi, Kenya.
  • Eixarch E; BCNatal Fetal Medicine Research Center, Hospital Clínic and Hospital Sant Joan de Déu, Universitat de Barcelona, Barcelona, Spain.
  • Mikolaj K; Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain.
  • Tolsgaard MG; Centre for Biomedical Research on Rare Diseases (CIBER-ER), Barcelona, Spain.
  • Lekadir K; BCNatal Fetal Medicine Research Center, Hospital Clínic and Hospital Sant Joan de Déu, Universitat de Barcelona, Barcelona, Spain.
Sci Rep ; 13(1): 2728, 2023 02 15.
Article en En | MEDLINE | ID: mdl-36792642
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Texto completo: 1 Colección: 01-internacional Base de datos: MEDLINE Asunto principal: Aprendizaje Profundo Tipo de estudio: Diagnostic_studies Límite: Female / Humans / Pregnancy País/Región como asunto: Africa Idioma: En Revista: Sci Rep Año: 2023 Tipo del documento: Article País de afiliación: España Pais de publicación: Reino Unido
Texto completo
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Texto completo: 1 Colección: 01-internacional Base de datos: MEDLINE Asunto principal: Aprendizaje Profundo Tipo de estudio: Diagnostic_studies Límite: Female / Humans / Pregnancy País/Región como asunto: Africa Idioma: En Revista: Sci Rep Año: 2023 Tipo del documento: Article País de afiliación: España Pais de publicación: Reino Unido