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Kyle Belanger 2022-09-10 19:05:59 -04:00
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@ -114,27 +114,19 @@ computed by aggregating the errors across the entire validation data set
<!--# Can I copy this table? --> <!--# Can I copy this table? -->
| Author and Year | **Objective and Machine Learning Task** | **Best Model** | **Major Themes** | | **Author and Year** | **Objective and Machine Learning Task** | **Best Model** | **Major Themes** |
|------------------|-----------------------------------------------------------------------------------------------------------------|----------------|------------------| |-------------|---------------------------------|-------------|-------------|
| | Azarkhish (2012) | Predict iron deficiency anemia and serum iron levels from CBC indices | Neural Network | Prediction |
Azarkhish (2012) | Cao (2012) \|
Predict iron deficiency anemia and serum iron levels from CBC indices |
Neural Network |
Prediction |
|
Cao (2012) |
Triage manual review for urinalysis samples | Triage manual review for urinalysis samples |
Tree-based | Automation | Tree-based | Automation |
| |
Yang (2013) | Yang (2013) \|
Predict normal reference ranges of ESR for various laboratories based on geographic and other clinical features | Predict normal reference ranges of ESR for various laboratories based on geographic and other clinical features |