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. 2018 May 18;315(3):H522–H530. doi: 10.1152/ajpheart.00172.2018

Table 3.

Schematic of the workflow to generate the Mouse Heart Attack Research Tool database

Step Potential Pitfalls Solutions
1. Data collection • Interobserver variability
• Missing values
• Technical advancement
• Standard operating procedures
• Data collection templates
2. Quality assessment • Data inconsistency
• Data inaccuracy
• Quality assurance checks
• Data curation
3. Extraction, transformation, and loading • Coding errors
• Formatting errors
• Sharing/open access
• Validation requirement
• Provide restricted access