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Meaningful Use
Natural Language Processing aids in meeting Meaningful Use.
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.
Meaningful Use information, like Problems, Medications & Allergies, is extracted and compiled, available to your EHR, the local RHIO or HIE allowing your facility to share critical data quickly and easily by exporting a level-three CDA document with BayScribe.
Here is a sample of a real Report and the NLP findings.
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- <problem v="hypertension" code="SNM:38341003_hypertension!SNM:38341003_hypertensive disease" idref="p1011">
<certainty v="high certainty" idref="p1009" />
<family v="sister" idref="p1007" />
<parsemode v="mode1" />
<sectname v="report family history item" />
<sid idref="s30" />
<code v="SNM:38341003_hypertensive disease" idref="p1011" />
<code v="SNM:38341003_hypertension" idref="p1011" />
</problem>
<certainty v="high certainty" idref="p1013" />
<family v="sister" idref="p1007" />
<parsemode v="mode1" />
<sectname v="report family history item" />
<sid idref="s30" />
</problem>
- <problem v="cancer" code="SNM:38807002_malignant neoplasms!SNM:38807002_neoplasm malignant" idref="p1036">
<certainty v="moderate certainty" idref="p1032" />
<code v="SNM:10200004_liver" idref="p1034" />
</bodyloc>
<parsemode v="mode2" />
<sectname v="report family history item" />
<sid idref="s31" />
<code v="SNM:93870000_malignant neoplasm of liver" idref="p1034 p1036" />
<code v="SNM:93870000_malignant hepatic neoplasm" idref="p1034 p1036" />
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Here is a sample segment of the Allergies and Medications data extracted from the same report:
ALLERGIES:
Here is a sample segment of the Allergies and Medications data extracted from the same report:
ALLERGIES:
<phr id="p982">Sulfa</phr>
.
</sent>
</tt>
</section>
<parsemode v="mode2" />
<sectname v="report current medications item" />
<sid idref="s29" />
<code v="SNM:7947003_aspirin" idref="p989" />
</med>
</structured>