To show AML patients vital signs and lab results change during treatment course:

• Patient measurements change over time
• Variation of same measument among patients
• Pattern of change over treatment course by patients/measurements

A couple of challenges we are facing:

• Complexity: more than 10 measurements for lab tests and vital signs
• Scale: dramatically difference among measurements
• Cluster: repeated measurements over the treatment
• Flexibility: comparison among patients or between measurements

Labs and vitals information can be collected multiple time a day or on different days:

We can group similar scales into one group and plot those graphs seprately.

To outcome scales squeeze issue, We could also standadizes cale using Z-score and present them in different panels for each of the patient:

Antoerh way to Keep each measurement in its original scale is to overlay patients measurements within same panel.

Still those graphs are not user friendly, lack of functionality of identify data point. It may need multiple iterations for data exploring. Our current effort is building an interactive web app, here is what we have so far:

https://songlh15.shinyapps.io/datavis/

Overview interface