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. 2017 Dec 21;8(4):1159–1172. doi: 10.4338/ACI-2017-06-R-0101

Table 4. Potential solutions to each of the categories of data content being discussed in the literature as missing from the EHR or needing revision.

Category Solutions
Adverse events • Unified medical record
• Voice recognition
• NLP
• Patient portals
Clinician cognitive processes • Voice recognition
• NLP
Data standards creation and data communication • Unified medical record
• HL7 development and standardization
• Voice recognition
• NLP
Genomics • Unified medical record
• Automated laboratory data transfer
Medication list data capture • Unified medical record
• Voice recognition
• NLP
Patient preferences • Unified medical record
• Voice recognition
• NLP
• Patient portals
Patient-reported data • Unified medical record
• Voice recognition
• NLP
• Patient portals
Phenotyping • Unified medical record
• Voice recognition
• NLP

Abbreviation: NLP, natural language processing.

Note: Some of the proposed solutions are currently implemented in some EHRs but are not developed enough to solve the issue. Others will require significant research and further development of the technologies. Still others might require policy changes.