Researcher profile
Nicholas P. Tatonetti
2 papers in the PaperMetrix corpus
Publications
Papers by this author
-
Comparative analysis, applications, and interpretation of electronic health record-based stroke phenotyping methods
2019 · bioRxiv (Cold Spring Harbor Laboratory)
Background and Purpose Accurate identification of acute ischemic stroke (AIS) patient cohorts is essential for a wide range of clinical investigations. Automated phenotyping methods that leverage electronic health records (EHRs) represent a fundamentally new approach …
-
Structured deep embedding model to generate composite clinical indices from electronic health records for early detection of pancreatic cancer
2022 · Patterns
The high-dimensionality, complexity, and irregularity of electronic health records (EHR) data create significant challenges for both simplified and comprehensive health assessments, prohibiting an efficient extraction of actionable insights by clinicians. If we can provide human …