首页> Computers in biology and medicine> DeepCTG® 2.0: Development and validation of a deep learning model to detect neonatal acidemia from cardiotocography during labor.

DeepCTG® 2.0: Development and validation of a deep learning model to detect neonatal acidemia from cardiotocography during labor.

导出 LinkOut

翻译打印收藏纠错

第一作者： Imane,Ben M'Barek

第一单位： Department of Gynecology Obstetrics, Assistance Publique des Hôpitaux de Paris -Beaujon, Clichy, 92100, France; Université de Paris Cité, 75006, Paris, France. Electronic address: imane.benmbarek@aphp.fr.

作者： Imane,Ben M'Barek ^[1] ; Grégoire,Jauvion ^[2] ; Jade,Merrer ^[3] ; Martin,Koskas ^[4] ; Olivier,Sibony ^[5] ; Pierre-François,Ceccaldi ^[6] ; Erwan,Le Pennec ^[7] ; Julien,Stirnemann ^[8]

作者单位： Department of Gynecology Obstetrics, Assistance Publique des Hôpitaux de Paris -Beaujon, Clichy, 92100, France; Université de Paris Cité, 75006, Paris, France. Electronic address: imane.benmbarek@aphp.fr. ^[1] Genos Care, Paris, France. ^[2] Université de Paris Cité, 75006, Paris, France; Unité d'Épidémiologie Clinique, INSERM CIC1426, Hôpital Robert Debré, APHP Paris, France. ^[3] Université de Paris Cité, 75006, Paris, France; Department of Gynecology and Obstetrics, Assistance Publique des Hôpitaux de Paris Hôpital Bichat, 75018 Paris, France. ^[4] Université de Paris Cité, 75006, Paris, France; Department of Obstetrics and Maternal-Fetal Medicine, Assistance Publique des Hôpitaux de Paris Hôpital Robert Debré, 75019 Paris, France. ^[5] Department of Gynecology Obstetrics, Assistance Publique des Hôpitaux de Paris -Beaujon, Clichy, 92100, France; Université de Paris Cité, 75006, Paris, France. ^[6] CMAP, IP Paris, École polytechnique, CNRS, 91128 Palaiseau Cédex, France. ^[7] Université de Paris Cité, 75006, Paris, France; Department of Obstetrics and Maternal-Fetal Medicine, Assistance Publique des Hôpitaux de Paris Hôpital Necker-Enfants Malades, 75015 Paris, France. ^[8]

关键词 Cardiotocography Computerized cardiotocography Convolutional neural network Deep learning Fetal heart rate Neonatal acidemia Neonatal morbidity