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Computer-Assisted Coding

Natural Language Processing encodes the data. 

BayScribe utilizes the MedLEE Portal for Natural Language Processing (NLP). MedLEE is the result of 20 years of research and development by Columbia University school of medicine and is recognized as the gold-standard in NLP technology.

Glean data and publish encoded results to the Revenue Cycle team members for accurate Computer-Assisted Coding of billable events. SNOMED are available today and ICD 9/10 & CPT-4 codes will be available soon.

Here is a sample of a real Report and the SNOMED (SNM) encoded information.
____________________________________________________________________________

  </section>
- <section c="report current medications item">
- <structured form="xml">
- <med v="aspirin" code="SNM:7947003_aspirin" idref="p989">
  <parsemode v="mode2" />
  <sectname v="report current medications item" />
  <sid idref="s29" />
  <code v="SNM:7947003_aspirin" idref="p989" />
  </med>
  </structured>
- <tt>
  CURRENT MEDICATIONS:
- <sent id="s29">
  <phr id="p989">Aspirin</phr>
  , 325 mg p.o. q.d.
  </sent> 

 

- <bodymeas v="rate measurement" code="SNM:16298007_rate measurement" idref="p337">
  <certainty v="high certainty" idref="p329" />
  <locative v="about" idref="p341" />
  <measure v="110 beats/min" idref="p343" />
  <parsemode v="mode2" />
- <problemdescr v="sinus tachycardia" code="SNM:367107008_tachycardia sinus" idref="p333">
  <code v="SNM:367107008_tachycardia sinus" idref="p333" />
  </problemdescr>
  <sectname v="report prognosis item" />
  <sid idref="s13" />
  <code v="SNM:16298007_rate measurement" idref="p337" />
  </bodymeas>
+ <status v="subsequent" idref="p360">
  <sectname v="report prognosis item" />
  <parsemode v="mode5" />
  <sid idref="s13" />
  </status>
+ <problem v="tachycardia" code="SNM:274248009_tachycardia" idref="p397">
  <certainty v="rule out" idref="p391" />
  <parsemode v="mode2" />
  <sectname v="report prognosis item" />
  <sid idref="s14" />
  <code v="SNM:274248009_tachycardia" idref="p397" />
  </problem>
+ <problem v="myocardial infarction" code="SNM:66514008_myocardial infarction" idref="p405">

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