Learning to Write Notes in Electronic Health Records
Table 1: Quantitative results for model architectures and EHR contexts used in experiments.
['[EMPTY]', '[BOLD] Model', '[BOLD] Context', '[BOLD] PPL', '[BOLD] ACC', '[BOLD] R1', '[BOLD] R2', '[BOLD] B-R1', '[BOLD] Sex', '[BOLD] Age']
[* * 2101-7-12 **] 5:44 PM CT HEAD W/O CONTRAST Clip #  Reason: eval for ICH _____________________________________________________________________________ _ [* *Hospital 2 **] MEDICAL CONDITION: History: 79M with fall REASON FOR THIS EXAMINATION: eval for ICH No contraindications for IV contrast ______________________________________________________________________________ WET READ: [* * First Name9 (NamePattern2) 1333 * *] [* *Doctor First Name 141 **] [* *2101-7-12 **] 6:02 PM no acute intracranial process WET READ VERSION #1 ____________________________________________________________________________ __ FINAL REPORT HISTORY: 79-year-old male with fall. COMPARISON: None available. TECHNIQUE: Non-contrast head CT was obtained. FINDINGS: There is no evidence of acute intracranial hemorrhage, mass effect, shift of normally midline structures, hydrocephalus, or acute major vascular territorial infarction. The [ **Doctor Last Name 107**]-white matter differentiation is preserved. The visualized paranasal sinuses and mastoid air cells are well aerated. IMPRESSION: No acute intracranial process.