Development and validation of a pre-trained language model for neonatal morbidities: a retrospective, multicentre, prognostic study
Year: 2025
Type: article
Language: en
Topic: Neonatal and fetal brain pathology
Authors and affiliations:
raw_author_name: Feng Xie
raw_affiliation_strings: Department of Anesthesiology, Perioperative and Pain Medicine, Stanford University, Stanford, CA, USA; Department of Pediatrics, Stanford University School of Medicine, Stanford, CA, USA; Department of Biomedical Data Science, Stanford University, Stanford, CA, USA; Division of Computational Health Sciences, Department of Surgery, University of Minnesota, Minneapolis, MN, USA
raw_author_name: Philip Chung
raw_affiliation_strings: Department of Anesthesiology, Perioperative and Pain Medicine, Stanford University, Stanford, CA, USA
raw_author_name: Jonathan D Reiss
raw_affiliation_strings: Department of Pediatrics, Stanford University School of Medicine, Stanford, CA, USA
raw_author_name: Erico Tjoa
raw_affiliation_strings: Department of Anesthesiology, Perioperative and Pain Medicine, Stanford University, Stanford, CA, USA; Department of Pediatrics, Stanford University School of Medicine, Stanford, CA, USA; Department of Biomedical Data Science, Stanford University, Stanford, CA, USA
raw_author_name: Davide De Francesco
raw_affiliation_strings: Department of Anesthesiology, Perioperative and Pain Medicine, Stanford University, Stanford, CA, USA; Department of Pediatrics, Stanford University School of Medicine, Stanford, CA, USA; Department of Biomedical Data Science, Stanford University, Stanford, CA, USA
raw_author_name: Thanaphong Phongpreecha
raw_affiliation_strings: Department of Anesthesiology, Perioperative and Pain Medicine, Stanford University, Stanford, CA, USA; Department of Pediatrics, Stanford University School of Medicine, Stanford, CA, USA; Department of Biomedical Data Science, Stanford University, Stanford, CA, USA
raw_author_name: William Haberkorn
raw_affiliation_strings: Department of Anesthesiology, Perioperative and Pain Medicine, Stanford University, Stanford, CA, USA; Department of Pediatrics, Stanford University School of Medicine, Stanford, CA, USA; Department of Biomedical Data Science, Stanford University, Stanford, CA, USA
raw_author_name: Dipro Chakraborty
raw_affiliation_strings: Department of Anesthesiology, Perioperative and Pain Medicine, Stanford University, Stanford, CA, USA; Department of Pediatrics, Stanford University School of Medicine, Stanford, CA, USA; Department of Biomedical Data Science, Stanford University, Stanford, CA, USA
raw_author_name: Alan Lee Chang
raw_affiliation_strings: Department of Anesthesiology, Perioperative and Pain Medicine, Stanford University, Stanford, CA, USA; Department of Pediatrics, Stanford University School of Medicine, Stanford, CA, USA; Department of Biomedical Data Science, Stanford University, Stanford, CA, USA
raw_author_name: Tomin James
raw_affiliation_strings: Department of Anesthesiology, Perioperative and Pain Medicine, Stanford University, Stanford, CA, USA; Department of Pediatrics, Stanford University School of Medicine, Stanford, CA, USA; Department of Biomedical Data Science, Stanford University, Stanford, CA, USA
raw_author_name: Yeasul Kim
raw_affiliation_strings: Department of Anesthesiology, Perioperative and Pain Medicine, Stanford University, Stanford, CA, USA; Department of Pediatrics, Stanford University School of Medicine, Stanford, CA, USA; Department of Biomedical Data Science, Stanford University, Stanford, CA, USA
raw_author_name: Samson Mataraso
raw_affiliation_strings: Department of Anesthesiology, Perioperative and Pain Medicine, Stanford University, Stanford, CA, USA; Department of Pediatrics, Stanford University School of Medicine, Stanford, CA, USA; Department of Biomedical Data Science, Stanford University, Stanford, CA, USA
raw_author_name: Camilo Espinosa
raw_affiliation_strings: Department of Anesthesiology, Perioperative and Pain Medicine, Stanford University, Stanford, CA, USA; Department of Pediatrics, Stanford University School of Medicine, Stanford, CA, USA; Department of Biomedical Data Science, Stanford University, Stanford, CA, USA
raw_author_name: Liu Yang
raw_affiliation_strings: Department of Anesthesiology, Perioperative and Pain Medicine, Stanford University, Stanford, CA, USA; Department of Pediatrics, Stanford University School of Medicine, Stanford, CA, USA; Department of Biomedical Data Science, Stanford University, Stanford, CA, USA
raw_author_name: Chi-Hung Shu
raw_affiliation_strings: Department of Anesthesiology, Perioperative and Pain Medicine, Stanford University, Stanford, CA, USA; Department of Pediatrics, Stanford University School of Medicine, Stanford, CA, USA; Department of Biomedical Data Science, Stanford University, Stanford, CA, USA
raw_author_name: Lei Xue
raw_affiliation_strings: Department of Anesthesiology, Perioperative and Pain Medicine, Stanford University, Stanford, CA, USA; Department of Pediatrics, Stanford University School of Medicine, Stanford, CA, USA; Department of Biomedical Data Science, Stanford University, Stanford, CA, USA
raw_author_name: Eloïse Berson
raw_affiliation_strings: Department of Anesthesiology, Perioperative and Pain Medicine, Stanford University, Stanford, CA, USA; Department of Pediatrics, Stanford University School of Medicine, Stanford, CA, USA; Department of Biomedical Data Science, Stanford University, Stanford, CA, USA
raw_author_name: Neshat Mohammadi
raw_affiliation_strings: Department of Anesthesiology, Perioperative and Pain Medicine, Stanford University, Stanford, CA, USA; Department of Pediatrics, Stanford University School of Medicine, Stanford, CA, USA; Department of Biomedical Data Science, Stanford University, Stanford, CA, USA
raw_author_name: Sayane Shome
raw_affiliation_strings: Department of Anesthesiology, Perioperative and Pain Medicine, Stanford University, Stanford, CA, USA; Department of Pediatrics, Stanford University School of Medicine, Stanford, CA, USA; Department of Biomedical Data Science, Stanford University, Stanford, CA, USA
raw_author_name: S Momsen Reincke
raw_affiliation_strings: Department of Anesthesiology, Perioperative and Pain Medicine, Stanford University, Stanford, CA, USA; Department of Pediatrics, Stanford University School of Medicine, Stanford, CA, USA; Department of Biomedical Data Science, Stanford University, Stanford, CA, USA
raw_author_name: Marc Ghanem
raw_affiliation_strings: Department of Anesthesiology, Perioperative and Pain Medicine, Stanford University, Stanford, CA, USA; Department of Pediatrics, Stanford University School of Medicine, Stanford, CA, USA; Department of Biomedical Data Science, Stanford University, Stanford, CA, USA
raw_author_name: Ivana Maric
raw_affiliation_strings: Department of Pediatrics, Stanford University School of Medicine, Stanford, CA, USA
raw_author_name: Brice Gaudilliere
raw_affiliation_strings: Department of Anesthesiology, Perioperative and Pain Medicine, Stanford University, Stanford, CA, USA; Department of Pediatrics, Stanford University School of Medicine, Stanford, CA, USA
raw_author_name: Martin S Angst
raw_affiliation_strings: Department of Anesthesiology, Perioperative and Pain Medicine, Stanford University, Stanford, CA, USA
raw_author_name: Karl Sylvester
raw_affiliation_strings: Department of Pediatrics, Stanford University School of Medicine, Stanford, CA, USA; Department of Surgery, Stanford University, Stanford, CA, USA
raw_author_name: Gary M Shaw
raw_affiliation_strings: Department of Pediatrics, Stanford University School of Medicine, Stanford, CA, USA
raw_author_name: Lawrence S Prince
raw_affiliation_strings: Department of Pediatrics, Stanford University School of Medicine, Stanford, CA, USA
raw_author_name: David K Stevenson
raw_affiliation_strings: Department of Pediatrics, Stanford University School of Medicine, Stanford, CA, USA
raw_author_name: Nima Aghaeepour
raw_affiliation_strings: Department of Anesthesiology, Perioperative and Pain Medicine, Stanford University, Stanford, CA, USA; Department of Pediatrics, Stanford University School of Medicine, Stanford, CA, USA; Department of Biomedical Data Science, Stanford University, Stanford, CA, USA. Electronic address: naghaeep@stanford.edu