Alistair Johnson
Scholar

Alistair Johnson

Google Scholar ID: 66GCSz8AAAAJ
Unknown affiliation
Machine LearningCritical Care Medicine
Citations & Impact
All-time
Citations
25,073
 
H-index
48
 
i10-index
94
 
Publications
20
 
Co-authors
14
list available
Resume (English only)
Academic Achievements
  • Led the development of publicly available critical care databases including MIMIC-III, MIMIC-IV, and MIMIC-CXR
  • Published 'MIMIC-CXR, a de-identified publicly available database of chest radiographs with free-text reports' (Scientific Data, 2019)
  • Published 'Reproducibility in critical care: a mortality prediction case study' (Proc. JMLR, 2017), highlighting the need for transparent methodology and open-source code
  • Co-developed and released the MIMIC-III database (Sci Data, 2016), containing data from over 60,000 critical care stays
  • Proposed OASIS, a novel severity of illness scale for critical care patients (Critical Care Medicine, 2013)
  • Delivered multiple technical talks on clinical note deidentification, chest X-ray classification, and MIMIC data tutorials