To make systems that are to be developed on the corpus more robust to different text types, discharge summaries as well as full-text scientific articles were selected for annotation.
Because CaRE was trained on text from discharge summaries rather than doctor-patient conversations, we also believe that its performance can be improved significantly once we train it on appropriate corpora (which we do not yet have).
21 In 1784 endoscopy reports (760 by doctors; 1024 by nurses) there was no significant difference in the recording of most items, though type of episode, urgency, sedation, free text comments, discharge, and follow-up arrangements were recorded more consistently and significantly better by nurses.
Here many texts recommend discharge in association with other features like cessation of a need for further antidote therapy, clinical improvement and "stable" or "minimally depressed" cholinesterase activity [ 2, 3].
On remand, the Bankruptcy Court found that the text of its discharge order excepting Espinosa's student loan debt from discharge "was inserted because of a clerical mistake" and struck that language from the order.
Section 1328(a) thus incorporates by reference paragraph (8) of §523(a), including that paragraph's self-executing requirement for an undue hardship determination, but does not incorporate the "does not discharge" text of §523(a) itself.
Review of the electronic medical record for the discordant cases (CDTA+/ICD9−) revealed 71 of the 135 cases (52.6%) had the diagnosis of CDI discussed in the text of the discharge summaries, but were inadvertently missed by the coders.
Symptoms and diagnoses are recorded using the International Classification for Primary Care (ICPC [ 6]) and free text and hospital discharge summaries.
Applied to text from hospital discharge summaries, CaRE achieved an F-measure above 90% for retrieval of relevant medical concepts [ 13].
You can say that that may provide a better basis than the two lines of text in the discharge note, currently being written.
