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Development of mortality prediction models for infants with isolated, left-sided congenital diaphragmatic hernia before and after birth |
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| Authors: | Kota Yoneda MD Shoichiro Amari MD Masashi Mikami MS Keiichi Uchida MD PhD Akiko Yokoi MD PhD FACS Manabu Okawada MD PhD Taizo Furukawa MD PhD Katsuaki Toyoshima MD PhD Noboru Inamura MD PhD Tadaharu Okazaki MD PhD Masaya Yamoto MD PhD Kouji Masumoto MD PhD Keita Terui MD PhD Hiroomi Okuyama MD PhD Masahiro Hayakawa MD PhD Tomoaki Taguchi MD PhD FACS Noriaki Usui MD PhD Tetsuya Isayama MD MSc PhD |
| Affiliation: | 1. Division of Neonatology, Center for Maternal-Fetal, Neonatal and Reproductive Medicine, National Center for Child Health and Development, Setagaya-ku, Japan Contribution: Writing - original draft, Writing - review & editing, Conceptualization, Software, Formal analysis, Visualization, Project administration, Methodology;2. Division of Neonatology, Center for Maternal-Fetal, Neonatal and Reproductive Medicine, National Center for Child Health and Development, Setagaya-ku, Japan Contribution: Conceptualization, Writing - review & editing, Investigation, Writing - original draft, Methodology;3. Division of Biostatistics, Clinical Research Center, National Center for Child Health and Development, Setagaya-ku, Japan Contribution: Formal analysis, Methodology, Writing - review & editing;4. Department of Gastrointestinal and Pediatric Surgery, Mie University Graduate School of Medicine, Tsu, Japan Contribution: Writing - review & editing, Investigation;5. Department of Pediatric Surgery, Kobe Children's Hospital, Kobe, Japan;6. Department of Pediatric General and Urogenital Surgery, Juntendo University School of Medicine, Tokyo, Japan Contribution: Writing - review & editing, Investigation;7. Department of Pediatric Surgery, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, Kyoto, Japan Contribution: Writing - review & editing, Investigation;8. Department of Neonatology, Kanagawa Children's Medical Center, Yokohama, Japan Contribution: Writing - review & editing, Investigation;9. Department of Pediatrics, Kindai University, Faculty of Medicine, Osaka-Sayama, Japan Contribution: Writing - review & editing, Investigation;10. Department of Pediatric Surgery, Juntendo University Urayasu Hospital, Urayasu, Japan Contribution: Writing - review & editing, Investigation;11. Department of Pediatric Surgery, Shizuoka Children's Hospital, Shizuoka, Japan Contribution: Writing - review & editing, Investigation;12. Department of Pediatric Surgery, Faculty of Medicine, University of Tsukuba, Tsukuba, Japan Contribution: Writing - review & editing, Investigation;13. Department of Pediatric Surgery, Graduate School of Medicine, Chiba University, Chiba, Japan Contribution: Writing - review & editing, Data curation, Investigation;14. Department of Pediatric Surgery, Osaka University Graduate School of Medicine, Suita, Japan Contribution: Writing - review & editing, Investigation;15. Center for Maternal-Neonatal Care, Nagoya University Hospital, Nagoya, Japan Contribution: Writing - review & editing, Investigation;16. Department of Pediatric Surgery, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan Fukuoka College of Health Sciences, Fukuoka, Japan Contribution: Writing - review & editing, Investigation;17. Department of Pediatric Surgery, Osaka Women's and Children's Hospital, Izumi, Japan Contribution: Writing - review & editing, Resources, Investigation, Funding acquisition;18. Division of Neonatology, Center for Maternal-Fetal, Neonatal and Reproductive Medicine, National Center for Child Health and Development, Setagaya-ku, Japan |
| Abstract: | |
| Keywords: | cross-validation infant mortality logistic models machine learning |