'How to detect an event and ensure its the first (earliest event that occurred?
I am attempting to extract data from a large patient database using SQL. I need to detect when an event occurred. In this case, it will be a decrease in SpO2 by 10% from when treatment started. It needs to be the earliest time point when it decreased. Example 100%-95-92-97-88-92-89 only the 88 is what I will need. The tricky part begins as patients might have two treatments throughout care. I need to compare these treatments to observe which treatment is the best. An example of the data is below. The patient will have treatment A until treatment B starts or until the final reading and vis versa. the SpO2 values with ** are the ones I need to extract
| Date | Time | SpO2 | Treatment |
|---|---|---|---|
| 05/19/22 | 18:23 | 100 | N/A |
| 05/19/22 | 18:24 | 95 | A |
| 05/19/22 | 18:25 | 90 | N/A |
| 05/19/22 | 18:26 | 85 | N/A |
| 05/19/22 | 18:27 | N/A | B |
| 05/19/22 | 18:27 | 90 | N/A |
| 05/19/22 | 18:28 | 85 | N/A |
| 05/19/22 | 18:29 | 80 | N/A |
| 05/19/22 | 18:30 | 78 | N/A |
| 05/19/22 | 18:31 | 76 | N/A |
What I'm hoping the final table looks like is
| Date | Time | SpO2 | Treatment |
|---|---|---|---|
| 05/19/22 | 18:23 | 100 | N/A |
| 05/19/22 | 18:24 | 95 | A |
| 05/19/22 | 18:26 | 85 | N/A |
| 05/19/22 | 18:27 | N/A | B |
| 05/19/22 | 18:27 | 90 | N/A |
| 05/19/22 | 18:29 | 80 | N/A |
If you can please help, that would be amazing and thank you very much.
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